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Ant clustering with consensus

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Material Information

Title:
Ant clustering with consensus
Physical Description:
Book
Language:
English
Creator:
Gu, Yuhua
Publisher:
University of South Florida
Place of Publication:
Tampa, Fla
Publication Date:

Subjects

Subjects / Keywords:
Partitioning
Fuzzy C means
Cluster validity
Ant colony
Ensemble
Dissertations, Academic -- Computer Science and Engineering -- Doctoral -- USF   ( lcsh )
Genre:
non-fiction   ( marcgt )

Notes

Summary:
ABSTRACT: Clustering is actively used in several research fields, such as pattern recognition, machine learning and data mining. This dissertation focuses on clustering algorithms in the data mining area. Clustering algorithms can be applied to solve the unsupervised learning problem, which deals with finding clusters in unlabeled data. Most clustering algorithms require the number of cluster centers be known in advance. However, this is often not suitable for real world applications, since we do not know this information in most cases. Another question becomes, once clusters are found by the algorithms, do we believe the clusters are exactly the right ones or do there exist better ones? In this dissertation, we present two new Swarm Intelligence based approaches for data clustering to solve the above issues.Swarm based approaches to clustering have been shown to be able to skip local extrema by doing a form of global search, our two newly proposed ant clustering algorithms take advantage of this. The first algorithm is a kernel-based fuzzy ant clustering algorithm using the Xie-Beni partition validity metric, it is a two stage algorithm, in the first stage of the algorithm ants move the cluster centers in feature space, the cluster centers found by the ants are evaluated using a reformulated kernel-based Xie-Beni cluster validity metric. We found when provided with more clusters than exist in the data our new ant-based approach produces a partition with empty clusters and/or very lightly populated clusters. Then the second stage of this algorithm was applied to automatically detect the number of clusters for a data set by using threshold solutions.The second ant clustering algorithm, using chemical recognition of nestmates is a combination of an ant based algorithm and a consensus clustering algorithm. It is a two-stage algorithm without initial knowledge of the number of clusters. The main contributions of this work are to use the ability of an ant based clustering algorithm to determine the number of cluster centers and refine the cluster centers, then apply a consensus clustering algorithm to get a better quality final solution. We also introduced an ensemble ant clustering algorithm which is able to find a consistent number of clusters with appropriate parameters. We proposed a modified online ant clustering algorithm to handle clustering large data sets. To our knowledge, we are the first to use consensus to combine multiple ant partitions to obtain robust clustering solutions.Experiments were done with twelve data sets, some of which were benchmark data sets, two artificially generated data sets and two magnetic resonance image brain volumes. The results show how the ant clustering algorithms play an important role in finding the number of clusters and providing useful information for consensus clustering to locate the optimal clustering solutions. We conducted a wide range of comparative experiments that demonstrate the effectiveness of the new approaches.
Thesis:
Dissertation (Ph.D.)--University of South Florida, 2009.
Bibliography:
Includes bibliographical references.
System Details:
Mode of access: World Wide Web.
System Details:
System requirements: World Wide Web browser and PDF reader.
Statement of Responsibility:
by Yuhua Gu.
General Note:
Title from PDF of title page.
General Note:
Document formatted into pages; contains 99 pages.
General Note:
Includes vita.

Record Information

Source Institution:
University of South Florida Library
Holding Location:
University of South Florida
Rights Management:
All applicable rights reserved by the source institution and holding location.
Resource Identifier:
aleph - 002029674
oclc - 437046011
usfldc doi - E14-SFE0002959
usfldc handle - e14.2959
System ID:
SFS0027276:00001


This item is only available as the following downloads:


Full Text
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ABSTRACT: Clustering is actively used in several research fields, such as pattern recognition, machine learning and data mining. This dissertation focuses on clustering algorithms in the data mining area. Clustering algorithms can be applied to solve the unsupervised learning problem, which deals with finding clusters in unlabeled data. Most clustering algorithms require the number of cluster centers be known in advance. However, this is often not suitable for real world applications, since we do not know this information in most cases. Another question becomes, once clusters are found by the algorithms, do we believe the clusters are exactly the right ones or do there exist better ones? In this dissertation, we present two new Swarm Intelligence based approaches for data clustering to solve the above issues.Swarm based approaches to clustering have been shown to be able to skip local extrema by doing a form of global search, our two newly proposed ant clustering algorithms take advantage of this. The first algorithm is a kernel-based fuzzy ant clustering algorithm using the Xie-Beni partition validity metric, it is a two stage algorithm, in the first stage of the algorithm ants move the cluster centers in feature space, the cluster centers found by the ants are evaluated using a reformulated kernel-based Xie-Beni cluster validity metric. We found when provided with more clusters than exist in the data our new ant-based approach produces a partition with empty clusters and/or very lightly populated clusters. Then the second stage of this algorithm was applied to automatically detect the number of clusters for a data set by using threshold solutions.The second ant clustering algorithm, using chemical recognition of nestmates is a combination of an ant based algorithm and a consensus clustering algorithm. It is a two-stage algorithm without initial knowledge of the number of clusters. The main contributions of this work are to use the ability of an ant based clustering algorithm to determine the number of cluster centers and refine the cluster centers, then apply a consensus clustering algorithm to get a better quality final solution. We also introduced an ensemble ant clustering algorithm which is able to find a consistent number of clusters with appropriate parameters. We proposed a modified online ant clustering algorithm to handle clustering large data sets. To our knowledge, we are the first to use consensus to combine multiple ant partitions to obtain robust clustering solutions.Experiments were done with twelve data sets, some of which were benchmark data sets, two artificially generated data sets and two magnetic resonance image brain volumes. The results show how the ant clustering algorithms play an important role in finding the number of clusters and providing useful information for consensus clustering to locate the optimal clustering solutions. We conducted a wide range of comparative experiments that demonstrate the effectiveness of the new approaches.
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Co-advisor: Lawrence O. Hall, Ph.D.
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Cluster validity
Ant colony
Ensemble
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PAGE 11

9 ( 3<+RI (>=R= *&/C3./2IK3‚3 % /€6 $ 9] /C1D5 ? I =-$ ,436&,2^ % /p,./2IC576&* ( 6'3I =R$ ,03./210+-6&F (>= F>571.+:3 % 9 _N$ ,.+R6&FI % / 9 +-I (V= 1./2IC57F76&+:3<+R576"5 ? 6&/C,03 9 ( 3./2,+-, ( I25 9] +-6 ( 3<+R576x5 ?( 6 ( 6"3 ( ,./C* (>= F75710+R3 % 9 ( 6&* ( I2576&,0/26&, $ ,I =-$ ,43= F7571.+:3 % 9 ^"3+-, ( 3 \ 5VU,43 ( F7/ (V= F75710+R3 % 9 \ +R3 % 5 $ 3D+-6+R3<+ (>= f'6&5 \= /2*F7/€5 ? 3 % /€6 $ 9] /215 ? I =-$ ,436'3.1.+ $ 3<+R576&,5 ? 3 % +-, \ 571.f ( 1./3<5 $ ,0/D3 % / ( + = +R3 5 ?M( 6 ( 6"3 ( ,./C*pI =-$ ,43= F75710+R3 % 9 3.5pF7/K3 ( /C303= +R3 B 6 (>= ,.5 =-$ 3.+-576g^]/ (>= ,05 +-6"3.1.5* $ I2/C* ( 6/26,./ 9| = / ( 6"3I =-$ ,43= F>571.+:3 % 9 \% +RI % +-, ( = /3.5 B 6&* ( IC576&,.+R,03./26"3 6 $ 9] /215 ? I =R$ ,03./21., \ +R3 %Q( ;&;&1057;&1.+ ( 3= F75710+R3 % 9 3<5 %)( 6* = /]I =-$ ,436&,./C6&, $ ,‚3<5QI25 9] +-6&/ 9 $&= 3<+R; = / ( 6'3G; ( 103<+:3<+R576&,3<5Q5 3 ( +-61.5 $ ,03GI =-$ ,U 3=-= F7/26&/C1 ( 3./2** ( 3 ( ,0/C3<, ( 6&*€3 \ 5 9 ( F76&/K3<+-I10/2,0576 ( 6&IC/ + 9 ( F7/ 1 ( +-6S>5 =-$ 9 /C,2^ % /x10/2, $= 3<,|, % 5 \% 5 \ 3 % / ( 6"3I =-$ ,43= F>571.+:3 % 9 ,D; =¡( ( 6 + 9 ;[57103 ( 6"3€1.5 = /Q+R6 B 6&*&+-6F3 % /p6 $ 9] /21•5 ? I =-$ ,43;3<+ 9 (>= I =R$ ,03./210+-6&F8,.5 =-$ 3.+-576&,C^G/€I2576* $ IC3./2* ( \ +-*/O1 ( 6&F7/5 ? IC5 9 ; ( 1 ( 3.+RS>//rJ;@/C1.+ 9 /26"3.,3 %&( 3P*/ 9 576&,03.1 ( 3./3 % //C@/2IC3.+RS>/26&/C,.,5 ? 3 % /6&/ \ ( ;&;1.5 ( I % /2,2^ S+-+R+

PAGE 12

z|‹{c‚}‚w' y2p}‚c~•v8‹z|}‚yY~•{x‹v’{cz]„p‰cc~•8‹v =-$ ,43k ,2^šJ5 9 /I =-( ,.,0+-I (>=D( ;&;&105 ( I % /C, +-6I =-$ *&/; ( 143<+R3.+-576+-6&F 9 /C3 % 5*&,, $ I %( m U 9 / ( 6&, ( 6&* T)$&nCn 9 / ( 6&, _n% +R/21 ( 1.I % +RI (>=i(>= U F75710+R3 % 9 6&/ $ 1 (V= 6&/C3 \ 571.f',pI =-$ ,03= 9 /C3 % 5J* ( ,0/2*¨3= F7571.+:3 % 9 , j ^i6€3 % +R, \ 5710f 3 \ 5‚*&+:‘/C1./C6'3, \( 1 9 +-6"3= ,.+R,2^ / \ + =-=B 1.,43€,03 ( 1035 $ 1*&+-,0I $ ,0,.+R576 \ +R3 %"( fV/21.6/ = + n /C* T)$&nCn 9 / ( 6&, (V= F75710+R3 % 9 3 %)( 3 I ( 6QF>1./ ( 3 = +-6I21./ ( ,./3 % /;[57,.,0+ + = +R3 5 ?= +-6&/ ( 1,./C; ( 1 ( + = +R3 5 ? ; ( 303/C1.6&/ = U ( ,./C* ?A$&nCn ( 6"3DI =R$ ,03./210+-6&F (>= F7571.+:3 % 9 $ ,0+-6&Fx3 % / +-/U b /C6&+  ; ( 143<+R3.+-576 S (>= +R*&+R3 !€9 /C3.1.+RI \ + =-= /+R6"3<1.5* $ IC/2*g^i/ \ + =-=)?A$ 103 % /21P*&+-,0I $ ,0, ( ,./2IC576&* ( 6"3I =-$ ,43= U F75710+R3 % 9 _J( I % / 9 +RI (>= 1./2IC57F76&+:3<+R5765 ? 6&/C,03 9 ( 3./2, ( ,./2* ( 6"3 (>= F75710+R3 % 9 \% +-I % +R,I25 9| +-6&/C* \ +R3 %€T W ? 5>1i* ( 3 ( I =-$ ,036&,./C6&, $ ,I =R$ ,03./210+-6&F3.5 5 3 ( +-6x+ 9 ;1.5YS7/C*p; ( 103<+:3<+R576cE $)(>= +R3 ^N685710*&/213.5 9 ( fV/ ( 6"3OI =-$ ,43= F75>1.+R3 % 9 \ + =R= /;&1.5>;@57,0/2* _g\% +-I % +-, ( ,.+-I (>=-= ( ;&; = +-6&F•3 % / ( 6"3I =-$ ,43= F>571.+:3 % 9 576e/ ( I % *&+RS+-*/2*‹* ( 3 ( I %'$ 6f 3 % /C6e1./CI =-$ ,03= ; ( 143<+:3<+-5>6&,2^ ')ƒ' }|nz|ƒŽCtƒGdŽƒ =-$ ,43= F75710+R3 % 9 ( 1./ \ +-*/ = $ ,./C* ? 571D* ( 3 (8( 6 (>= ,0+-,D; $ 10;@5>,./2,C^6* ( 3 (p( 6 (>= U ,.+R,D3 % /€I =R$ ,03./21., ( 10/•,0/2/C6 ( % 5 9 57F7/C6&/25 $ ,DF71.5 $ ;&,D5 ? ,0+ 9 + =-( 1O* ( 3 (Q( 6&*…3 % / 9 ( +-6 ( + 9 h

PAGE 13

5 ?( I =-$ ,031.5 $ ;, ( 1./x, $ I2+-/C6"3 = *&+R,.,.+ 9 + =¡( 1C^ ')ƒ'dƒ' z]ƒCY'`n{xAddVa ’])agda@ % / ( ,0+-I];&105 = / 9 5 ? I =-$ ,031./ ( IC5 =-= /2IK3<+-5>65 ? 5 X /2IK3<, \% +-I %"( 10/0,0+ 9 + =¡( 1. 3<5576&/ ( 6&5>3 % /21 /K3 \ /C/263 % / 9 ( 6&* ( 1./‹0*&+-,0,.+ 9 + =¡( 10|3<53 % /G5 X /2IK3<, / = 576&F7+R6&F€3<55V3 % /C1 I =R$ ,03./210,2^ T +-F $ 10/ h ^ h % 5 \ ,,05 9 /‚F71 ( ; % +-I (>= /Kr ( 9 ; = /C,5 ? I =-$ ,03= F75710+R3 % 9 $ 3F7/26&/C1 (>=R= I =-$ ,03= F75>1.+R3 % 9 ,MI ( 6 / I =-( ,.,0+ B /C*p+R6"3<5 ? 5 $ 13 ;[/2,2Z h ^rMrJI =R$ ,.+:S7/| =-$ ,433 /|+R6&I =R$ *&/C*‹+-6 ( 6&5>3 % /21OI =R$ ,03./212^6‹3 % / I25>6'3.1 ( 1 ? 5>1Ž3 % /P,./CI2576*€3 ;[/5 ?[(>= F75710+R3 % 9 3 % /5YS7/C1 =¡( ;&;&+-6FI =R$ ,03./21.+R6&F $ ,./2, ?A$n2n ,./K3<,N+R6 I =R$ ,03./210+-6&F* ( 3 (_ ,.53 %)( 3/ ( I % ;[57+-6"3 9 ( !c / = 576&F|3.5]3 \ 5€571 9 5710/I =R$ ,03./210, \ +R3 % *+R@/21./C6"3 *&/CF71./C/2,85 ? 9 / 9] /C1., % +-; _\% +RI % 9 / ( 6&,x/ ( I % /Kr ( 9 ; = / %)( ( 9 / 9] /210, % +R;S (V=-$ /e+R6 ( I =R$ ,03./21C^ % /;&1.+R6&I2+R; (>= 5 ?Ž% +-/21 ( 1.I % +-I (V= I =R$ ,03./210+-6&F€+-,3 % / $ 6+-576 /C3 \ /2/C6p3 % /3 \ 5•6&/ ( 1./2,43 I =R$ ,03./210, $ 6"3<+ = 6&5cI =-$ ,433 ? 571 9 (B 6 (>= ; ( 143<+R3.+-576 5 ? 3 % /8* ( 3 ( ^ % / =-( ,03€3 ;[/p5 ?(>= F>571.+:3 % 9 $ ,./C, ( I25 9 ; = /C3./ = ;&1.5 ( + = +-,43<+RI ( ;&;1.5 ( I % ^ rMrJ;@/CIC3 ( 3<+-5>6JU4W ( r+ 9 $ 9 `rWe (>= F>571.+:3 % 9 +-,3 % /3 ;+-I (V=—(>= F>571.+:3 % 9 ? 5713 % / =-( ,03I ( ,./V^ j

PAGE 14

T +-F $ 1./ h ^ h D1 ( ; % +RI (>= /Kr ( 9 ; = /C,5 ? I =-$ ,43= F75>1.+R3 % 9 / ( I % 5 ?J\% +-I % / = 576F7,—3<5576&/5 ? 3 % /I =-$ ,43=-=)\ / \ + =R= 3 (>= f ( 5 $ 33 % / m U 9 / ( 6&, (>= F75>1.+R3 % 9 Ÿ _\% +-I % +R,P576/5 ? 3 % /,.+ 9 U ; = /2,03 $ 6&, $ ;[/214S+-,./C* = / ( 106&+-6F (>= F>571.+:3 % 9 ,3 %)( 3,05 = S>/2,i3 % / \ / =-= f'6&5 \ 6•I =-$ ,03/26 ( f'6&5 \ 6 6 $ 9] /215 ? I =-$ ,4316&5>32^ % / ? 5 =R= 5 \ +-6&F|+-,3 % /G;1.5I2/2* $ 1./ ? 5713 % / m U 9 / ( 6&, (>= F75710+R3 % 9 Z h ^ LN=¡( I2/ m ;[57+R6'3.,—+-6"3<53 % /,.; ( IC/1./2;1./2,0/26"3+-6"3<,10/2;&10/2,./C6"3+-6+R3<+ (>= F71.5 $ ;QIC/26"3<1057+-*,2^ j ^O,.,.+RF76Q/ ( I % 5 X /CIC33<5€3 % /DF7105 $ ;x3 %&( 3 %)( ,3 % /GI = 57,0/2,43OIC/26"3<1057+-*‘^ ^ % /C6 (>=-= 5 X /CIC3<, %)( S>/ /2/C6 ( ,.,0+-F76&/C* 1./CI (>= I $&=-( 3
PAGE 15

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PAGE 16

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PAGE 17

% / ( + 9 5 ?NT W+R,3<5 B 6&*pI =-$ ,03/ ?A$ 6&IK3<+R576erNE $)( 3.+-576 h ^ h ^ b! +:3+-6"3 _T W +R3./21 ( 3<+:S7/ = !9 5YS7/2,•3 % /8I =-$ ,436'S>/210F7/2,3<5 ( F = 5 (>=R= 57;3.+ 9 (>= ,.5 =R$ 3<+R576g^i55YS7/210I25 9 /3 % +R,*&1 (Y\ ( I›f 3 % /210/ +-, ( ,.+ 9 ; = /; ( 3 % 3<5 \P( 1.*, ( 1.5 $ ,03 ( ;;&1.5 ( I % Z1 $ 6 T W ,0/CS>/21 (V= 3<+ 9 /2,‚/ ( I % ,43 ( 143<+-6F \ +R3 % *&+R@/210/26"3+-6&+:3<+ (V= IC/26"3<1057+-*&, 3 % /C6 B 6&*Q3 % / /C,03O,.5 =R$ 3<+R576g^ O+R/21 ( 1.I % +RI (>= I =-$ ,03= F>571.+:3 % 9 ,c  *56&5>3 ? 571 9 (eB 6 (V= ; ( 143<+:3<+-5>65 ? 3 % /x* ( 3 ( ^ 6&,43/; =¡( I2/ _Y\% +RI % 1 $ 6 ? 1.5 9 ( ,0+-6&F = /iI =-$ ,43=R= 5 X /2IK3<,]3<56I =-$ ,036&,5 ? 3 % /6 5 X /CIC3.,+-6"3<5F7105 $ ;&, _)( 6&*x*+RS+-,0+RS7/ 9 /K3 % 5*&, _\% +-I % ,0/2; ( 1 ( 36 (>= *&+ ( F71 ( 9 f'6&5 \ 6 ( ,M*&/26&*1.57F71 ( 9 I ( 610/2;&10/2,0/26"3 ( ,./K3 5 ?M% +-/C1 ( 10I % +-I (>= ; ( 143<+R3.+-576,2^+-/C1 ( 10I % +-I (>= I =R$ ,03./21.+R6&F 9 ( !x /‚10/2;&10/2,0/26"3+RS7/C6p+R6 T +-F $ 1./ h ^ Ÿ&^N % /C1./ ( 1./*+R@/21./C6&I2/C, /C3 \ /2/C6 9 /C3 % 5J*, /2I (V$ ,./p5 ? 3 % /p*&+:‘/C1./C6'3 \P( ,c5 ? *&/ B 6&+-6&F*&+-,43 ( 6I2/ƒ571•,.+ 9 + =¡( 10+R3 /C3 \ /2/C6I =-$ ,033 ?A$ 103 % /21*&+R,.I $ ,., % +-/C1 ( 10I % +-I (>= I =-$ ,43= I =-$ ,43=a*&+-,43 ( 6I2/A571M,0+ 9 + =-( 1.+:3 9 ( 3.1.+:r@^ h ^O,.,.+RF76]/ ( I % +R3./ 9 3.5 ( I =-$ ,43/I =-$ ,436'3 ( +-6‘^ j ^ T +R6&*3 % /cI = 57,0/2,038 9 57,03|,.+ 9 + =-( 1›; ( +-1G5 ? I =R$ ,03./210, ( 6&* 9 /210F7/3 % / 9 +-6"3<5 ( ,.+R6&F = / I =-$ ,436&/I =R$ ,03./21 = /C,.,2^ ¤

PAGE 18

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PAGE 19

9 5J*&/ = *&/C;@/C6&*&,P5>6 $ 65 ,./C10S>/2* =-( 3= F75710+R3 % 9 \P( ,/KrJ; =-( +-6&/C* ( 6&* 6 ( 9 /2*p+-6 ( ; ( ;[/21 "! O103 %'$ 1 H / 9 ;&,03./21] œ ^O = 5 \ IC576"S7/C1.F7/C6&I2/€+-,5 ,0/214S7/2*+R6p3 % /]rW (>= F7571.+:3 % 9 ? 571 = +R6&/ ( 1,43 ( 3./KU",.; ( IC/ 9 5J*/ = _&\% +-I % +-,3 % / 9 ( +-68*&1 (t\ ( I›fd^*S ( 6"3 ( F7/2,5 ? 3 % /rW (V= F75710+R3 % 9 ( 10/I25 9 ; $ 3 ( 3<+R576 (>= ,43 ( + = +:3 ( 6*3 % /O/ ( ,./O5 ? + 9 ; = / 9 /26"3 ( 3<+-5>6g^n"3 %)( /2I25 9 /576&/5 ? 3 % / 9 57,43Ž;[57; $=¡( 1nI =R$ ,03./210+-6&F (>= F>571.+:3 % 9 ,g6&5 \P( ( _'( 6&* 9 ( 6 /r36&, 5 ? rW/rJ+-,032^OJ+-6&IC/‚5 $ 1 \ 571.f8+R, ( ,./2*‹576p3 % / ?A$&nCn ; ( 1 ( *&+RF 9 _&\ / ? 5I $ ,576Q3 % / Td$n2n 9 / ( 6&, (>= F75>1.+R3 % 9 ^ ')ƒ'd@? ŒBA|& yC@Yƒ`AdJ7 o,05JIC+ (>= +R6&,./CIC3., ' / %)( S+-571+-6&I =-$ *+-6&F B 6*&+-6&FD3 % / /2,43 ? 55J*€,.5 $ 1.IC/ $ + = *&+-6&F ( 657;J3<+:U 9 (>= 6&/2,43,03.1 $ IK3 $ 10/ 1.55J*+-6&F ;1.5>3./2IC3.+-6&F•3 % / =¡( 14S (_ /C3.I>^, % 5 \ +-6"3./ =-= +-F7/C6"3 / %)( SJ+R571576 3 % /O, \( 1 9 = /CS>/ = lV ^NW ( 6 I =R$ ,03./21.+R6&F (>= F75>1.+R3 % 9 , lDC[h *&/KS7/ = 57;[/2* $ ,.+R6&F‚3 % /O;1.+-6I2+-; (>= 5 ? \( 1 9 6'3./ =R= +-F>/26&IC/ ( 1./IC576&,0+-*&/C1./2**&+-,43<1.+ $ 3./2* _FE /r+ = / ( 6&*1.5 $ ,03t^M % / (>= F7571.+:3 % 9 ,.+ 9 $&=-( 3;@/C1 ( 3.+RS7/ ( 6&*,43<5I %)( ,03.+-I]+:3/26"3<,e j ^¨ \P( 1 9 / %)( S+-571+-,6&5V3D*&/C3./21 9 +-6/2* X0$ ,43 '! 3 % / / %&( S+R5715 ? +-6*&+RS+-* $)(>= $ 33 % /+R6'3./21 ( IC3.+-576&, ( 9 576&F+R6&*&+:SJ+R* $)(>= ,n; =¡( ( SJ+:3 (>= 1.5 = /P+R6], %&( ;&+-6F3 % /, \( 1 9 / %&( S+R571 lV ^P5 9 ; $ 3 ( 3<+-5>6 (>= 9 5J*&/ = +R6&Fx5 ?P( \( 1 9p / %)( SJ+R571 %)( /2/26 ? 5 $ 6&*3<5 /•S>/21 $ ,./ ?A$= +R6 9 ( 6 ( ;; = +RI ( U 3<+R576*&5 9 ( +R6&,, $ I %( ?A$ 6&IC3.+-576…57;3.+ 9 + n2( 3<+R576 hajJ_Kh œ `_gB 6&*+-6&Fc3 % /€57;3<+ 9 (V= 105 $ 3= ,.+-, j>k /C3.I>^ H +:‘/C1./C6'3 ( ;&; = +-I ( 3<+-5>6&, ( 1057,./ ? 105 9 *&+R@/210/26"3D,03 $ *&+-/C, 5 ? \P( 1 9 ,2^ 9 576&F3 % /D,03 $ *&+-/C,O5 ? *&+:‘/C1./26"3, \P( 1 9 _d( 6"3OIC5 = 5>6&+-/C,G lCdh7h2g\ /210/ ? 5 $ 6&*Q3.5 / 9 57,43 $ ,./C*g^ % / / %)( S+-5>1‚5 ?( 6"3|IC5 = 576+-/2, %)( ,G+-6,.;&+R1./2*3 % /*&/CS>/ = 57; 9 /26"3]5 ? S ( 1.+-5 $ ,‚I =-$ ,43=n( 6"3<, / %)( S+-571CZ h ^OJ/KS7/C1 (>= ,.;[/2IC+-/C,•5 ?( 6"3.,•I =-$ ,431.;&,0/2,•+-6"3<5IC/ 9 /C3
PAGE 20

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PAGE 21

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PAGE 22

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PAGE 23

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PAGE 24

% /P10+-, LN=¡( 6"3Ž* ( 3 ( ( ,./ _7H +RF7+R3.,n7œ l_ 576&57,0; % /C1./ n/K3.3./21M4¢7 J5 / ( 6 +R6&//CI257FU 6&+:3<+-5>6* ( 3 (_ W $&= 3.+-; = /JI = /21057,.+R, _O( 6&* b 10/ ( ,438I ( 6&IC/21 ( 10/ ? 1.5 9 3 % /…P* ( 3 ( 1./C;@5>,.+:U 3<5>1 j œ ^ % /Q* ( 3 ( ,./K3<, ( 1./Q*&/C,.I210+ /2*+-6 ( = / j ^ h‹( 6*+-6*&/K3 ( + = +-6"3 % / ? 5 =-= 5 \ +-6&F ,./CIC3.+-576&,C^ ( = / j ^ hGH /C,.I210+-;3.+-576,5 ? ( 3 ( ,./K3<,2^ MON0PQNSRTPQR UWVDXZY[ND\^]`_aTR McbK\>TdeRQbaVdeR U>fg_KNDRhR ikjhbKR lm0n o p MObKqbaPQRrpDsDt oumDv lv p ikVdFVR]weTjQT pDm[l po x yTPPTjzi6{uy x[ln lv p Y(V*|(}~TNDd o pDm o €bKdFT l*0s lp p ‚„ƒ_aPQba]_aT…Y[†_KTjQVRQbKR tDs m x ‡ˆjQTNDRQPcfgNDde†‰Tj vDtDt t x ‚‹ŠŒi/hl lxDpDvDtDvDt l p ‚‹ŠŒi//x pDvDx[lt(l l p Ž jQPQba`†bKND_~eN0PQN>RTP…l lnDnDn x m Ž jQPQba`†bKND_~eN0PQN>RTPzx m0nDn x m ?gƒ' yKVƒ|A)@•vxt"Œ‘" % +-,+-,;[/21 %)( ;&,3 % / 9 5>,03 \ +-*&/ = $ ,./2*‹* ( 3 ( ( ,./D3<5 / ? 5 $ 6&*‹+R683 % /G; ( 3.3./2106‹1./CI257FU 6&+:3<+-5>6 = +R3./21 ( 3 $ 10/>^• % /•* ( 3 ( ,./K3|IC576"3 ( +R6&,GQI =¡( ,0,./C, _’‘“”–•—š™*›QœD•>_4‘“*”–•IŸ™*“‰•*”k œu¡–œu¢“_Ž( 6&* ‘*“”–•£¤”“/¦(”§¨”k  5 ?n£>k +R6&,03 ( 6&I2/C,/ ( I %g_'\% /210/O/ ( I % I =¡( ,0,10/ ? /C1.,N3<5 ( 3 ;[/O5 ? +-10+-,i; =¡( 6"3t^N6/ I =-( ,.,+R, = +R6&/ ( 1 = ,0/2; ( 1 ( = / ? 1.5 9 3 % /5V3 % /C1 j 3 % / =¡( 3033 = +R6&/ ( 1 = ,0/2; ( 1 ( = / ? 1.5 9 / ( I % 5>3 % /21C^ % /210/ ( 10/DŸ•6 $ 9 /210+-I;&10/2*&+RIC3.+RS7/ ( 303<10+ $ 3./2, ? 571/ ( I % +R6&,03 ( 6&IC/>Z h ^ L /C3 (V= n/C6&F>3 % j ^ L /C3 (V= +-*3 % h 

PAGE 25

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PAGE 26

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PAGE 27

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PAGE 28

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PAGE 29

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PAGE 30

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6p3 % / ? 5 =-= 5 \ +R6&F,./CIC3<+R576&, _[\ / \ + =-= +R6'3.1.5* $ IC/D3 % /Gf>/2106&/ = 9 /C3 % 5J*Q+-6"3<5€3 % / ( 6"3 ( ,0/2* ( ;&;1.5 ( I % 5 ? ha£ ^N % /5 X /2IC3.+RS>/ ?A$ 6&IC3.+-576 ? 5>1 T W65 \¨%)( ( 6&/ \¨? 571 9 ,.+-6I2/3 % / +R/ ( 6&* b /26+[IC1.+:3= F75>1.+R3 % 9 ^¨6&/ \ +-/U b /C6&+); ( 143<+:3<+-5>6€S (>= +-*&+:3 9 /C3<10+-IƒfV/2106&/ = U ( ,0/2* +-/KU b /26+IC1.+:3/ ?A$ 6&IK3<+R5763.5|1./ 9 5YS>/O3 % / 9 / 9] /210, % +R; 9 ( 3<10+-I2/C,O 7¤ ^N % /C6 \ / \ + =R=)$ ,./ ( 9 /C3 % 5J*,.+ 9 + =-( 1 3<5€3 %&( 35 ? ha£ 3.5•3 % 1./C, % 5 = *p, 9 (V=-=n( 6&*)V571 = +RF % 3 = ;[57; $&=-( 3= +-*&+:3 !p9 /C3.1.+RI \ +R3 %( \P( 1 9 ( ,./C* ( ;&;&1.5 ( I % I ( 6…;&+RI›fp3 % /•10+-F % 36 $ 9] /C15 ? I =R$ ,03./210,+R6x3 % /D* ( 3 ( ^ Gg@? „p'nJ.Ž)CJ”nZF[z|`CY'`n8)z‚[aaN[Žƒp&Yaaƒ[G)ƒ`A % /c5710+-F7+R6 (>=T W (>= F75710+R3 % 9 ; ( 143<+R3.+-576, ( F7+RS>/26* ( 3 ( ,0/C3 gK.dYt::R.)p+-6"3.5  G?A$&n2n $ ,0/C3<, "!p9 +R6&+ 9 + n +-6&F]3 % / ? 5 =R= 5 \ +-6F•5 X /2IK3<+RS>/ ?A$ 6&IK3<+R576 _@\% +-I % 3 ;&+-I (>=-= $ ,0/2, 3 % /‚r $ I = +R*&/ ( 68*&+R,03 ( 6&I2/ 9 / ( $ 1./V^ r‰ŽN @ @ r ~ 7>‰ ƒ^ h r @! "AV‰ >AV‰'K # $Ÿ%(' )„+ ƒ^ j @ @ ƒ^¦7 \% /C1./ r +-, 9 / 9] /210, % +R;x5 ? 3 % / eK 5 X /CIC3+-6x3 % / K I =R$ ,03./212^ +-,3 % / K I =R$ ,03./21;&105>3<5>3 ;[/>^ h +R,3 % /D*&/CF71./C/D5 ?M?A$&nCn + B I ( 3.+-576‘^ ¨j +-,3 % /D6 $ 9] /C15 ? I =-$ ,43
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6 >¤ 3 % / (>$ 3 % 5710,;&1057;@5>,./2* ( 1./ ? 5>1 9 $&=-( 3<+R576Q5 ? 3 % /|57;3<+ 9 + nt( 3.+-5768IC1.+R3./210+ ($ ,./2*…+R6 ( IC5 $ ; = /|5 ? IC5 9•9 576pI =R$ ,03./21.+R6&F5 X /2IK3<+RS>/ ?A$ 6&IK3<+R576&,2^O % /]IC571.10/2,.;[576&*+-6&Fc10/ ? 571 9 $&=-( 3'C # $&%'` + j j "">‰ j @ @r @ h "">‰ . # $&%(' h "">‰'C. # $&%(' + h ""A> j @ @r h "">‰ . # $Ÿ%(' @ h ""AV‰'C. # '%D$ + h ""AV‰ j @ @ h ""7‰ . % # $ $&%(' @ h "">‰'K. # '%D$ ) + h ""AV‰ j @ @ h ""A> . %D$&%' $&%' ) @ h ""7‰'K. # '%D$ ) + ƒ^¦œ7 % / ?A$ 6IC3<+R576 *&/2;[/26&*,i576 = 576‚3 % /PI =-$ ,433 ;[/ ( 6&*|6&5>3Ž576‚3 % /r 9 ( 3<10+:r ( 6 !9 5>1./>^ O5 \ 3 % /Df>/C1.6&/ = U ( ,./C* +R/KU b /26&+—; ( 103.+R3<+R576S (>= +-*&+:3 !9 /C3.1.+-II ( 6 /D*&/C,.IC1.+ /2* ( ,CZ x.i .… j h "" ‰'K. ƒ^ l Gg@G ”nF[{x@a€{xAd[a L 1./CS+R5 $ \ 571.f5763 % / ?A$n2n ( 6"3<, (>= F>571.+:3 % 9 %&( /2/C6*&576&/+-6 ha£DCdh ^p % /+-*&/ ( % /C1./G+-, (>= 5>6&F3 % /G, ( 9 / = +-6/2,2^ % / ( 6"3<,I25VU"571.*+-6 ( 3./3<5 9 5YS7/GI =R$ ,03./21I2/C6'3./210,+-6 ? / ( 3 $ 10/ j 

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,.; ( I2/€3<5 B 6&*57;3.+ 9 (>= I =-$ ,43^r ( I %( 6"3 / = 576&F7,|3.5 ( ; ( 103<+:3<+R576 ? 571 ( ; ( 143<+-I $&=¡( 1 ? / ( 3 $ 10/>^ % / ( 6'36&/CS>/21I %)( 6F7/2, ( 9 576&F ? / ( 3 $ 1./C, I =-$ ,436&, ( ,.,0+-F76/2*p3.5•3 % / 9 ^ % / ( 6'3O;&+RIC3<5>1.+ (V= S+-/ \ +-,F7+:S7/26Q+-6 T +RF $ 1./DJ^ hD\% /210/ / ( I % S>/2143<+-I (>=M= +-6&/G1./C;&1./C,./C6'3.,D576&/]*&+ 9 /C6&,.+R576e+R6e; ( 1 (>=-= / = I25571.*+-6 ( 3./2,C^ % /]F755J*6&/2,0,5 ? 3 % /O; ( 103<+:3<+R576+-,/CS (>=R$)( 3./2* '! $ ,.+-6FG3 % /OfV/2106&/ =d +R/KU b /26&+)IC1.+R3./210+-576p @(V? 36&,2^ r ( I %( 6"3 %)( ( 9 / 9 5>1 £Q% /C1./Y + ? 3 % /I $ 101./C6'3|; ( 143<+R3.+-576+-, /C3036&,€+-63 % / ( 6'3 9 / 9 5>1 3 % /C63 % +R, = 5JI ( 3<+R576"+-,•1./ 9 / 9| /C1./2* '! 3 % / ( 6"3 5>3 % /C1 \ +R,./ 3 % / ( 6'3F75J/C, ( I›fQ3<5 ( /K3.36‹571OI2576"3<+R6 $ /2, ? 105 9 3 % /]I $ 1.10/26"3 = 5I ( 3<+-5>6 \ +R3 %Q( F7+RS>/26Q;&1.5 ( + = +R3 ^J+R6&I2/3 % / ( 6'3 9 / 9 571 +-, = + 9 +:3/211./2; =¡( IC/2* "! ( ( *•; ( 143<+R3.+-576‘^Ž % / ( 6"3<, ( 10/ ( = /3<5 9 5aS>/ ? 1.5 9 k 3<5 h 571 ? 1.5 9 h 3.5 kJ_ +R6857;&;[57,.+:36&,+-683 % / ? / ( 3 $ 1./G,.; ( I2/V^ ? 3 % / ( 6'3 %)( ;;@/C6&, 3<51./ ( I % 3 % /‚/26&*5 ? 3 % / ? / ( 3 $ 10/|,0; ( I2/|* $ 1.+R6&Fc1 ( 6&*&5 9 9 5YS7/ 9 /26"3 3 % / ( 6"31./KS7/C1.,./C,+R3., *&+R1./2IK3<+R576g^‹ % / 9 5YS7/ 9 /C6"35 ?( 6 ( 6"3|I ( 6 / ( 1 ( 6&*&5 9 *&+R,03 ( 6&I2/ /C3 \ /2/C6 ( 6&* Q AF7+RS>/26G; ( 1 ( 9 /K3= ,.5,./ = /2IK36&5>3 9 5YS+-6F ? 571 ( 6‚/C;@5I %‚\ +:3 %‚( ;&105 ( + = +:3 6-6 5>1+R3 %)( ( ;1.5 ( + = +R3 5 ? IC576"3<+-6 $ +R6&F 3 *-+-6e3 % /], ( 9 /]*+-1./CIC3.+-576 ( ,3 % / ( 6"3 \P( 9 5YS+-6&F ( 3]3 % /x,43 ( 143€5 ? 3 % /x/C;@5I % ^33 % /x/26&*5 ?O( 6"/2;[5I %g_ + ? 3 % /8; ( 103<+:3<+R576+R, 6&5>3 /C3036'3.+-6 $ /C, \ +R3 % 3 % /I $ 1.10/26"3; ( 103<+:3<+R576g^N3 % /21 \ +-,./ _\ +R3 %x( ;&105 ( + = +:3 k ^¤p3 % / ( 6"3]I % 5J57,0/2,]3.5‹F75 ( I›f3.5‹3 % / /2,03]f65 \ 6; ( 103.+R3<+R576 _n\ +R3 %( ;&105 ( + = +:3 k ^ j 3 % / ( 6'3F75/2, ( I›fc3<53 % /G,0/2IC576&* /2,43f65 \ 6p; ( 143<+R3.+-576 _J\ +R3 %Q( ;1.5 ( + = +R3 k ^ h 3 % / ( 6"3 F75/2,3<53 % /‚3 % +-10* /C,03f65 \ 6…; ( 103<+:3<+R576 _&\ +R3 %( ;&105 ( + = +:3 k ^ k £ 3 % / ( 6'3F75/2,O3.53 % / ? 5 $ 143 % /2,03Df'6&5 \ 6; ( 103.+R3.+-576 ( 6&* \ +R3 %…( ;&105 ( + = +:3 k ^ k7j7£ 3 % / ( 6"3DF75/2,3.5x3 % / \ 571.,43 f'6&5 \ 6; ( 103.+R3<+R576g^D ? 3./21 (cB rJ/2*6 $ 9] /215 ? /2;[5I % ,3 % / ( 6"3.,,03<5>;g^] % /€*&/K3 ( + = /2* ?A$n2n ( 6"3 (>= F>571.+:3 % 9 +-, ( ? 5 =-= 5 \ ,CZ j Ÿ

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h ^—+-6/ ( 1 = 6571 9 (>= + n /3 % / ? / ( 3 $ 1./DS (>=-$ /2, /K3 \ /C/26 k•( 6&* h ^ % / 9 +R6&+ 9 $ 9 S (>=R$ /5 ? (? / ( 3 $ 1./O+-, 9 ( ;&;[/2*3.5 k‚( 6&*•3 % / 9 ( r+ 9 $ 9 S (V=-$ /5 ? 3 % / ? / ( 3 $ 1./+-, 9 ( ;&;@/C*3.5 h ^ j ^6&+:3<+ (>= + n /‚3 % / ( 6"3<, \ +R3 % 1 ( 6&*&5 9 S (>=R$ /2, ( 6*1 ( 6&*&5 9 *+-1./CIC3.+-576g^€O6 ( 6"3 9 5YS+-6F ? 105 9 k 3<5 h +-63 % / ? / ( 3 $ 1./,.; ( I2/*&/ B 6&/2,3 % /;[57,.+:3<+:S7/*&+R1./2IK3<+R576 5>3 % /21 \ +-,./+:3N+-,N3 % / 6&/CF ( 3.+RS7/*&+R1./2IK3<+R576g^M % / ( 6"3., ( 10/+R6&+R3.+ (>=R= ( ,0,.+-F>6&/2*•3<5 ( ; ( 103<+RI $&=-( 1 ? / ( 3 $ 10/ \ +:3 % +R6 ( ; ( 143<+RI $&=-( 1I =R$ ,03./215 ?M( ; ( 103.+-I $&=¡( 1P; ( 103.+R3.+-576g^ ^/2;[/ ( 3 ( T 5715>6&/D/2;[5JI % % / ( 6"31./C,03., ? 5>13 % +R,/C;@5I %8\ +R3 %Q( ;&105 ( + = +:3 -6 ^ % / ( 6"3I25>6'3.+-6 $ /C,+R6x3 % /D, ( 9 /D*&+R1./2IK3<+R576 \ +R3 %p( ;&105 ( + = +:3 3 *-C^ % / ( 6"3 9 5YS>/2,+-63 % /,0/ = /CIC3./2**+-1./CIC3.+-576 \ +R3 %( S (>=-$ /+-6€1 ( 6F7/‚ Q ^ x % /‚6&/ \ I ( 6 /I (>= I $&=¡( 3./2* $ ,0+-6&F3 % /G6/ \ I =-$ ,431 3 % /C6Q3 % / \ 5>1.,03; ( 103<+:3<+R576x+-,10/2; =-( I2/C* "! 3 % /D6&/ \ ; ( 103.+R3<+R576g^ +-+`^ ? 3 % /; ( 103.+R3.+-576•+-,6&5>3 /C3031 % /26 % / ( 6"3I2576"3<+R6 $ /2, \ +R3 % 3 % /DI $ 101./C6'3O; ( 143<+:3<+-5>6 \ +R3 %p( ;&105 ( + = +:3 3 * "6-` r = ,./ +R3 %( ;1.5 ( + = +R3 k ^¦¤ 3 % / ( 6"3‚/ = /CIC3.,‚3<5pF75 ( I›f3<5p3 % / /2,43]f'6&5 \ 6 ; ( 143<+R3.+-576‘^ +R3 %( ;&1.5 ( + = +R3 k ^ j_ 3 % / ( 6"3‹F>5J/C, ( I›f3<53 % / j 6&* /2,43ef'6&5 \ 6 ; ( 143<+R3.+-576‘^ +R3 %p( ;&105 ( + = +:3 k ^ h7_ 3 % / ( 6"3F75/2,3<5€3 % /‚V1.* /C,03f'6&5 \ 6‹; ( 103<+:3<+R576g^ j7£

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+R3 %]( ;&105 ( + = +:3 k ^ k £J_ 3 % / ( 6"3iF75/2,3<53 % /Ÿ>3 % /C,03Mf65 \ 6€; ( 103<+:3<+R576g^ +R3 %p( ;&105 ( + = +:3 k ^ k"j>£J_ 3 % / ( 6'3F>5J/C,3.53 % / \ 571.,43Of'6&5 \ 6p; ( 103.+R3.+-576g^ T +-F $ 1./D^ hGL +-IC3.571.+ (>= S+R/ \ 5 ?i( 6"3 (>= F7571.+:3 % 9 ^ /;&1.5YS+-*&/ 9 5>1./I =-$ ,03+-6&6&+R6&F&^ % / ( 6"3 ( ,0/2* ( ;&;&1.5 ( I % ;&105J* $ I2/2,|,.5 9 // 9 ;J3 I =-$ ,431‚,05 9 / \ +R3 %? / \ /Kr ( 9 ; = /C, ( ,0,.+-F>6&/2*€3<53 % / 9 \% +RI % +R,N;@57,0,.+ = ,0; $ 10+-5 $ 3 % /C,./I =-$ ,03,.+-6F‹3 % /1.+-F % 3 3 % 1./2, % 5 = *QS (>=R$ / ? 571/ ( I % ( 3 ( ,./K3+ ?\ /G/KrJ;@/CIC3 ( ;&;&105tr+ 9 ( 3= ,.+ n /DI =R$ ,03./210,2^ GgKJ „p'nJPŠ™JYGN'YaAJ]&Žoz‚[ŽCJt8Œg``A&AŠ™JY 6…571.*&/C13<5 /K3.3= n / % 5 \ 3 % /f>/2106&/ = U ( ,./2*…*&+R,03 ( 6&I2/ 9 / ( $ 10/ \ 571.fV/2*+-6e5 $ 1 ?A$&nCn ( 6"3<, (>= F75710+R3 % 9 _"\ / B 10,03*&+R,.I $ ,.,,.5 9 //KrJ+-,43<+R6&F€f>/2106&/ = ;&1057;[/2103.+-/C,2^ T 571€,.; % /C1.+RI (>=`_ IC1.+-,0; ( 6*6&5>6JU5YS7/C1 =-( ;&;&+R6&F* ( 3 ( ,./K3<, 3 % / T W (>= F7571.+:3 % 9 I ( 6 / /C@/2IK3<+:S7/ = ;[/21 ? 571 9 /2* _i% 5 \ /KS7/C1 _\% /26"*&/ (>= +R6&F \ +:3 % 6&5>6JU,0; % /210+-I (>= %)( ;[/2, ( 6&* % +-F %= 5YS7/C1 =¡( ;&;@/C*…* ( 3 (J_ $ I %( ,3 % /1.+-6Fc* ( 3 ( ,./C3A,./2/ T +RF $ 10/]^ j ( 0 3 % / T W (V= F75710+R3 % 9 j ¤

PAGE 38

+-, $ 6 ( = /|3<5x5 3 ( +R6 ( 6/K‘/CIC3<+:S7/€; ( 143<+:3<+-5>6 ? 5713 % +R,+-6&; $ 3; ( 303/2106&/ =T W (>= F75710+R3 % 9 I ( 6, $ ICI2/2,0, ?A$&=R= ,./2; ( 1 ( 3./3 % /3 \ 5I =-$ ,43/C1.6&/ =\P( $ ,./C*+-63 % +-,D/KrJ;[/21.+ 9 /C6"3 3 % /€S (>=-$ /C,‚5 ? 3 % / ; ( 1 ( 9 /C3/C1.6&/ =?A$ 6IC3<+R576 ( 1./3 % /D, ( 9 / ( ,+-68 ( = /‚J^ h ^ T +RF $ 1./8J^ j 6/Kr ( 9 ; = /85 ?T W ;@/C1 ? 571 9 ( 6&I2/V^ ( • ( 9 ; = /81.+R6&F…* ( 3 ( ^  % / h ,43 I =R$ ,03./21 ? 1.5 9 T W^ŽƒItP % / j 6&*e =R$ ,03./21 ? 1.5 9 T W^ T +RF $ 1./DJ^¦6Q/Kr ( 9 ; = /5 ? fV/21.6/ =T W;[/21 ? 5>1 9 ( 6&I2/V^O ( P % / h ,43OI =-$ ,436 \( ? 5 $ 6&* '! +-105 =¡( 9 +" Z|3 % 1.5 $ F % rNE $)( 3<+R576J^ £J_ \ / ( 10/ ( = /3<5IC1./ ( 3/C1.6&/ = 9 ( 3<10+:r m A,.+ 9 + =¡( 10+R3 !9 ( 3.1.+sr)^J+R6&I2/G3 % /Gf>/C1.6&/ = 9 ( 3<10+:r *&/ B 6&/2, ( *&5V30U;1.5* $ IC3c*&+-,43 ( 6&IC/e+-63 % / ? / ( 3 $ 10/e,.; ( I2/ 3 % / 9 ( 3.1.+:r \ + =-=%)( S7/ ( = 5JI›f *&+ ( F7576 (V= ,43<1 $ IC3 $ 1./ \% /26e3 % /21./ ( 1./‚*&/ B 6+R3
PAGE 39

T +RF $ 1./^Ÿ LN= 5>35 ? fV/2106&/ = 9 ( 3<1.+sr ? 5>13 % /D1.+R,* ( 3 ( ,0/C32^ T +-F $ 1./D^ £ % / 9 57,43,.+-F>6&+ B I ( 6"3/2+RF7/26"S (>=R$ /2,5 ? f>/C1.6&/ = 9 ( 3.1.+:r ? 5713 % /D1.+-,* ( 3 ( ,./K3t^ j œ

PAGE 40

3 %&( 33 % /D/C+-F7/C6'S>/2IK3<5710,5 ?M( f>/2106&/ = 9 ( 3<10+:r \% +-I % *&/ B 6&/2,3 % /+ 9 ; = +-IC+R3 9 ( ;&;&+-6F;&1.5YS+-*&/C, ( 9 / ( 6&,3<5|/C,03.+ 9 ( 33‚5 ? 3 % /cf>/C1.6&/ = 9 ( 3<10+:r ? 5>1€3 % /Q1.+-,•* ( 3 ( ,0/C3 _P\% +-I % % 5 \ ,•3 % /Q+-6 % /21./C6"3 = 5JI›f,43<1 $ IC3 $ 1./ _T +-F $ 1./8^ £ % 5 \ ,3 % / 9 ( F76&+R3 $ *&/‚5 ? 3 % / 9 57,03,.+-F>6&+ B I ( 6"3/2+RF7/26"S (>=R$ /2,5 ? 3 % /f>/C1.6&/ = 9 ( 3<1.+srp+-6e3 % / f>/C1.6&/ =T W (V= F75710+R3 % 9 ^‹ %$ "! I25 $ 6"3.+-6&F3 % /c6 $ 9] /215 ? ,.+RF76&+ B I ( 6"3/C+-F7/C6"S (V=-$ /C,]5 ? 3 % /]f>/C1.6&/ = 9 ( 3.1.+sr _d\ / ( 1./ ( = /G3<5cF7/K33 % /]6 $ 9] /215 ? I =-$ ,43=-$ / 1./C;&1./C,./C6'3., ( I =R$ ,03./21O,.+ n /Y^5 \ /CS>/21 _—% 5 \ 3<5c,0/C3 ( 3 % 10/2, % 5 = *QS (V=-$ /G3<5*/2I2+R*&/‚3 % / 9 57,03 ,.+RF76&+ B I ( 6"3O/2+RF7/26"S (>=-$ /2, \ 5 $= / ( ;&105 = / 9 ? 571*&+R@/210/26"3f'+R6&*&,5 ? ( 3 ( ,./K3<, +-6 T +RF $ 1./ ^ £J_)( S (>=-$ /5 ?PhYk % 5 $&= /DI % 57,0/26 ( ( 3 % 1./C, % 5 = *Q3.5€F7/C3OI =R$ ,03./21.,C^ /I ( 6; $ 3 ( 6571.+RF7+-6 (>= ( 3 ( ,./C38+R6"3<5rNE $)( 3.+-576J^ £ 3.55 3 ( +-6 ( fV/2106&/ = 9 ( 3.1.+:r % 5 \ /CS7/C1Ž,0+ 9 ; = 3 ( f+R6&F3 % +-,—f>/C1.6&/ = 9 ( 3.1.+srO3.5F7/C3—3 % / 9 57,43—,.+RF76&+ B I ( 6"3n/C+-F7/C6'S (>=R$ /2,—I ( 6&6&5V3 ( ICI $ 1 ( 31,05 9 /P* ( 3 ( ,0/C3., ,0+-6&IC/3 % / !G9 ( 6&5>3 / \ / =R= ,./2; ( 1 ( 3./2*/KS7/C6+-6 % +-F % *&+ 9 /C6&,.+R576 (>= ,.; ( IC/>^c/ \P( 6"3G3<5QF7/C3 ( ,0+ 9 + =-( 1.+:3 9 ( 3<10+:r3 %)( 3+R, ( ,I = 57,0/ ( ,;@57,0,.+ = /3.5•3 % /3<1 $ /G,0+ 9 + =-( 1.+:3 !9 ( 3.1.+:r@^N % /C1./ ? 571./ \ / $ 3.+ = + n / 3 % / 9 $= 3<+R; = /6 $ 9] /21.,5 ? ; ( 103.+R3.+-576&,N5 3 ( +R6&/2* ? 1.5 9 3 % / ?A$&nCn ( 6"3<, (>= F7571.+:3 % 9 ( 6&*•I210/ ( 3./ ( I2576,./26, $ ,O,.+ 9 + =-( 1.+:3 !€9 ( 3<1.+sr@^ —/C38 YgK0dtt:R:.) / ( ,0/C3p5 ? 6¨* ( 3 ( ;@57+R6"3<, $ ;&;[57,0/ \ / %)( S7/ ( ,0/C3Q5 ? I =-$ ,036&,› t:R: / ( I % ; ( 103<+:3<+R576 ^ a] h 2R:R +-6I =-$ *&/2, ( ,0/C35 ? I =-$ ,436 >g( 6&* > 58@ 5 3 % /6 $ 9] /215 ? I =-$ ,431 / ( I % ; ( 103<+:3<+R576 ^ H / B 6&/ ( ,.+ 9 + =¡( 10+R3 !€9 ( 3<10+:r eV _&\% /210/ h @ V `^ hYk V h>_ + ? 0 _dk 5>3 % /21 \ +-,./ _&? 571,.5 9 /fd^ j>l

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T +RF $ 1./P^¤rMr ( 9 ; = /P5 ? IC1./ ( 3<+R6&F,.+ 9 + =¡( 10+R3 !9 ( 3.1.+sr ? 1.5 99 $&= 3<+-; = /; ( 143<+R3.+-576,2^ % +-,Ž, % 5 \ % 5 \ 3.5I210/ ( 3./Q,0+ 9 + =-( 1.+:3 !9 ( 3<1.+sr ? 1.5 99 $&= 3.+-; = /; ( 103.+R3<+R576&,C^ ( ]rMr ( 9 ; = /c5 ? 9 $&= 3<+R; = / I =R$ ,03./21; ( 143<+:3<+-5>6&,2^ J+ 9 + =¡( 10+R3 !€9 ( 3<10+:r@^ 6 T +RF $ 1./•^¤ ( 6/Kr ( 9 ; = /5 ?B S7/; ( 103.+R3.+-576&,5 ?( ( 3 ( ,0/C3|+-,G, % 5 \ 6 ( \ / =-=( ,G+R3., ,.+ 9 + =¡( 10+R3 !9 ( 3.1.+:r@^e/ \ + =R= % 5 \š% 5 \ 3 % /xIC576&,0/26&, $ ,,0+ 9 + =-( 1.+:3 !9 ( 3<1.+sr \ 5>1.f',€+-63 % / rMrJ;@/C1.+ 9 /26"3.,/2IC3.+-576‘^ Gg@ w:¤N'ƒ@a Gg@—ƒ' ”ZF[{x@aw:¤N'`J[Y)&a)"Y' % /DS (V=-$ /C,5 ? 3 % /; ( 1 ( 9 /C3= F75710+R3 % 9 ( 1./, % 5 \ 6p+-6x ( = / ^ h ^ŽO5>3.+-I2/Ž3 %)( 3n; ( 1 ( 9 /C3./210, _(( 6&* ( 10/ $ ,./C*‚+R63 % /1 ( *&+ (V= ( ,0+-, ?A$ 6IC3<+R576•`J^ £ ^i+-6&IC/ (>=R= 5 ? 3 % /3 \ / = S7/O* ( 3 ( ,0/C3<, \ /C1./O6&571 9 (>= + n /C* /K3 \ /C/26 kG( 6&* h( 33 % /S>/21 ! /2F>+-6&6&+R6&F _7\ / I ( 6 $ ,./3 % /D, ( 9 / S (>=R$ /•ƒfV/2106&/ =g\ +R*3 % ? 5>1 (>=-= /KrJ;[/21.+ 9 /C6"3<,2^Wp/ ( 6 \% + = /  k *+R@/21./C6"3 ; ( 143<+:3<+-5>6&, \ /C1./ $ 3<+ = + n /2*Q+-6Q/ ( I % /C;@5I % ^r ( I % /r;[/210+ 9 /26"3 \P( ,O1 $ 6‹ k 3.+ 9 /2, ,0+-6&IC/‚3 % / T W (V= F75710+R3 % 9 %&( ,,.+-F>6&+ B I ( 6"3N,./C6&,.+:3<+:SJ+:3 3<5DI =-$ ,43= + nt( 3<+-5>6 ( 6&*€+R3+-,N/ ( 3<5F>/C3+-6x,43 $ I›f+-6 = 5I (V= /Kr3.1./ 9 ( 571, ( *&* = /;@5>+-6"3= ; ( 143<+:3<+-5>6&, ( \ /xI ( 6g^‹6&5>3 % /21|1./ ( ,.576+R,‚3 %&( 3|3 % /c1./C, $&= 3 ? 1.5 9 5>6&/3.1.+ (V= +R,|5 ? 3./266&5V3 /265 $ F % 3<583=-= /KrJ+R,03 ( 6&* \ / \ + =R=M$ 3.+ = + n /|; ( 103.+R3.+-576&, ? 1.5 9  k  k

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/KrJ;[/210+ 9 /26"3<,P3.5]F7/K3 ( 9 $ I % + 9 ;1.5YS7/C*cI2576,./26, $ ,1./C, $&= 3 3 % /C1./ ? 5>1./*&/K3^ ( = /D^ hGTd$n2n ( 6'3.,; ( 1 ( 9 /K3=R$ /2,C^ šN0jhND\^TPTj ZND_KƒeT Oƒe\ } TjrVDXBNDdPQR p0nšN0jQPQbaPQbKVdeR ‚,T\^VDjh| ]~TjŒNDdP m ikPTjhN0PQbaVdeRr] Tj’T]~V[†hw m0n Z]~V(†weR lnDnDn -6 n nFl 3 *n80m 3 * "-ƒ n x0n n n nDnFl n Q n nFl \ x r nKl N TjhdFT_ x } TjdFT_ l Gg@—@? ”ZF[{x@actAa Gg@—@?gƒ' }|nat[ƒ¨Œ@YaY'¨ / \ + =-== 557f ( 3‚3 % /c10+-,]* ( 3 ( ,0/C3 B 10,032^ % /210/x+-, (>=:\( ( 6 ( 1.F $ 9 /26"3 ( 5 $ 3]3 % / 6 $ 9] /215 ? I =¡( ,0,./2, ? 571‚3 % /x10+-,]* ( 3 ( ^6";&1./KSJ+R5 $ \ 571.f hY£_ 3 \ 5…I =¡( ,.,./C, \ /C1./8*&/C3./21U 9 +-6&/C* $ 33 % 1./2/ ( 10/f'6&5 \ 6•3<5G/KrJ+-,43t^W ( 6 /rJ;@/C1.+ 9 /26"3.,, % 5 \ /C*3 %)( 33 % /210/ \( ( 6&+-IC/ ,./C; ( 1 ( 3<+R576 /C3 \ /2/26I =-( ,., h€( 6&*I =-( ,., j VI =-( ,.,^"3+-,O5 S+-5 $ ,O3 %)( 35aS>/21 =¡( ;&;+-6&Fc/rJ+-,03., /C3 \ /2/26I =-( ,., jc( 6&*…I =¡( ,., $ ,0+-6&Fc3 % /;[/C3 (V=i= /C6&F>3 %…( 6&*;@/K3 (>=Ž\ +-*3 %e? / ( 3 $ 1./C,• T +RF $ 1./ j ^ h K^M65 $ 1/KrJ;[/210+ 9 /26"3<, 10/2, $= 3<, ( 10/O*&+:‘/C1./C6'3 ? 1.5 9 hY£_J( ,3 % /1./C, $&= 3<,I = / ( 1 = +R6&*&+-I ( 33 ( $ 1.;1.+-,0/3<5G,./2/3 % 1./2/I =¡( ,0,./2, /2+-6F ? 5 $ 6* "! $ ,0+-6&Fx3 % /•fV/2106&/ = U ( ,0/2* ?A$&n2n ( 6"3<, (>= F75>1.+R3 % 9 ^| % / 9 ( +-6…+-*/ ( 5 ? 3 % /€f>/C1.6&/ =  h

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9 /C3 % 5J*c+R,P3<5]3.1 ( 6, ? 571 9 3 % /571.+RF7+-6 (>=)= 5 \ U*+ 9 /26&,0+-576 (V= +R6&; $ 3,.; ( IC/3<5 % +RF % U"*&+ 9 /26&,0+-576 (>= ? / ( 3 $ 10/],.; ( I2/ 3 % /210/ ? 5710/ 3 % /]I =-( ,.,0/2,5YS7/C1 =-( ;&;[/2*3<57F>/C3 % /21+R6‹3 % / ? / ( 3 $ 1./],0; ( IC/•I ( 6 / ,./C; ( 1 ( 3/21 ( F7/ 6 $ 9] /21 ? 5 $ 6&* ? 5713 % /‚1.+R,* ( 3 (\ +R3 % 3 % / 9 +R6&+ 9 $ 9 L 5YS7/21 k 3<10+ (>= ,2^Ž1 $ /]6 $ 9] /21O5 ? I =-( ,.,0/2,+-,^ fg_ ƒeRPTjhR’RTN0j†hwFT Ž T†_KƒeRQPTjhR’X–Vƒede p x80v n x o p n p m x s n t v x s n t /|,03<+ =-=n$ ,0/2*e3 % /], ( 9 /D3 % 10/2, % 5 = *,43<1 ( 3=%)( ( + ( ,3<5 \( 1.*&,O;&1.5* $ IC+-6&F/2E $)(>= ,.+ n /GI =R$ ,03./21 _d\ / \P( 6"33<5 $ ,0/‚3 % /G3 % 1./C, % 5 = *p3.5/ = + 9 +-6 ( 3/>^ ?( I =-$ ,031./G/Kr ( 9 ; = /C,O3 %&( 6‹3 % /‚3 % 1./2, % 5 = +:3 9 / ( 6"33 %)( 3 3 % /21./ \P( ,€6&5…I =R$ ,03./21 ( 6*3 % /xI =-$ ,433 % /21]I =-$ ,43k /Kr ( 9 ; = /C, ? 105 9 I =-( ,., h\P( ? 5 $ 6&* j>l 5 $ 3•5 ?  k 3<+ 9 /C,2^O63 ;&+RI (>= /r ( 9 ; = /x5 ?( ; ( 103.+R3<+R576/KrJ;[/210+ 9 /26"3•+-,Q £Vk_ Ÿ £J_£7£ K^ % /€5>3 % /213 \ 5pI =¡( ,0,./2,G,03.+ =R=M%)( *,.5 9 /*&/CF71./C/5 ? 5YS7/C1 =-( ;g^€O5 \ /CS>/21‚3 % +-,*+-*…6&5>3 ( @/2IK3 5 $ 110/2, $= 3 9 $ I %g_ ,.+R6&I2/G+-683 % +-,I ( ,0/ 5 $ 1S (>=R$ /D+-,/2E $)(>= 3.5 hYk•( 6&*Q3 % 10/2/GI =-( ,.,0/2, \ /210/ *&/K3/21 ( F7/c6 $ 9] /21|5 ? I =R$ ,03./21., ? 5 $ 6&* ( 3];[/21.IC/26"3 ( F7/ j>k 571‚F71./ ( 31  j

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3 % 1./2/V^ % /C6,0/ ( 10I % +-6F ? 571 ? 5 $ 1I =-$ ,43=R\P( ( 6e/ 9 ;3 I =R$ ,03./21D571 (>= 9 57,43/ 9 ;3 I =-$ ,43k /Kr ( 9 ; = /C, ? 1.5 9 I =-( ,., h‚( 6&*‹5V3 % /C13 \ 5cI =¡( ,0,./2,5YS7/C1 =¡( ;&;@/C*g^6"3k_[£>k_ £>k_k |5I2I $ 1.,3 \ +-IC/>^ b! = 5J5>f+R6&F ( 3€3 % /x ( = /Q^ jJ_( 6 3 % 10/2, % 5 = ( 5YS7/p k ;@/C1.IC/26"3 \ 5 $&= *8+R6&*&+-I ( 33 % /KrJ;[/210+ 9 /26"3<,C^ % / ( 143<+ B I2+ (V= ( 3 ( ,0/C3 h +R,MS7/C1 ,.+ 9 ; = / +:3M*5J/C,N6&5>3 %&( S>/ 9 $ I % 6&57+R,./ T +RF $ 1./ j ^ Ÿ' ,05 \ /O/r;[/2IK3= F>571.+:3 % 9 (>=R\P( ? 5 $ 6* B S>/cI =R$ ,03./21., \% /C6 \ /,./ ( 1.I % /C* ? 571 B S7/V^8"3 ? 5 $ 6&* 3 % /‚/r ( IC3O571.+RF7+-6 (V= ; ( 103<+:3<+R5768 k 5 $ 35 ?  k 3.+ 9 /2,C^ % +R,+-, +-F€;&1057F710/2,.,I25 9 ; ( 1./2*83<5€3 % / 1./C, $&= 3]+R6 hY£_Ž\% +-I %%)( ( ;@/C1 ? /CIC3; ( 103<+:3<+R576 hY£ 5 $ 3|5 ?  k 3.+ 9 /2,2^Q % /26"+:3|,0/ ( 10I % /2* ? 571,.+srQI =-( ,.,0/2, +R3 ? 5 $ 6&* B S7/|I =¡( ,0,./C, ? 571 ( ;[/210I2/C6'3 ( F7/| k 5>1F>1./ ( 3l 3<+ 9 /C, 576&/D3<+ 9 / +R3 ? 5 $ 6&*,.+sr…I =-( ,.,0/2, I =¡( ,0, £\P( ,G,.; = +R3+R6'3.5x3 \ 5QI %'$ 6&f', $ 3 5V3 % I %'$ 6&f',|,43<+ =R= /r+R,03./2* (V? 3./213 % 10/2, % 5 = *&+R6&F&^ % /C6+R3,./ ( 1.I % /C* ? 571O,0/CS>/26…I =-( ,.,0/2, _gj œ•3.+ 9 /2,+R3 ? 5 $ 6* B S7/|I =¡( ,.,./C, ? 571 ( ;[/21.IC/26"3 ( F7/5 ?  k 571 9 5>1./>^8 % /3 \ 5eI ( ,./C,+-6 \% +-I % ,0+:rI =¡( ,0,./2, \ /C1./ ? 5 $ 6&* ( 10/ j Ÿ"œ _Ph 7 _Njh _Ph Ÿ" _NjhYk_ Ÿ £J_N£ ( 6&* j Ÿ"œ _Ph 7 _NjJh _Phaj>lJ_NjJhYkJ_ ¤7 _Mk _\% +-I % 10/2, $&= 3., ? 1.5 9 I =-( ,.,GŸ /2+R6&F8,.; = +R3D+R6'3.5Q3 % 1./C/I =-$ ,43l 3.+ 9 /2, \ +:3 % 3 % /G;[/210I2/C6'3 ( F7/DS (>=-$ / 5 ?Žk ^œ ( ,, % 5 \ 6Q+-68 ( = /^¦J^N % /210/G+R,6&5*&5 $ 33 %)( 3 \ / \ 5 $&= *8*&/K3/DI =¡( ,.,./C, +-6x3 % / ( 103.+ B IC+ (>= ( 3 ( ,0/C3 h7_ + ?Ž\ /D*&+-*p k +-6&+:3<+ (>= + nt( 3.+-576&,C^ O/rJ3GIC5 9 /C,3 % /W‹U h ( 3 ( ,./K3t^]"3 %&( h7_¦j 7¤ _l ¤ l /r ( 9 ; = /2, (V? 3./21 ( +-1;&+srJ/ = \ /210/ 1./ 9 5YS>/2*g^ % /|; $ 1.;[57,./G5 ? 1./ 9 5YS+-6&F ( +-1;+:rJ/ = \P( ,3<5•,.;[/2/C* $ ;Q3 % /GI25 9 ; $ 3 ( 3<+R576c3<+ 9 / 7

PAGE 45

( = /J^¦143<+ B I2+ (>= ( 3 ( ,./K3 h 1./C, $&= 3t^i"3, % 5 \ ,3 % /6 $ 9] /215 ? I =-$ ,03= ( 3 (h•\ +R3 % 3 % / 9 +-6+ 9 $ 9 L 5YS7/C1] k 3<10+ (>= ,2^ 1 $ /D6 $ 9] /215 ? I =-( ,.,0/2,+-, £ ^ fg_KƒeRQPTjhRgRTN0jh†hweT Ž Tˆ†_KƒeRPTjhRgX–Vƒede m m n p v m npDp n p m nv n p s m npDp n80m t m n s ? 5713 % / ?A$n2n ( 6"3<, (V= F75710+R3 % 9 ^ % /C1./ ( 10/O3 % 1./2/I =¡( ,0,./C,+-63 % /+ 9 ( F>/] T +-F $ 1./ j ^ j Z TP_ 1 ( W ( 303,./3 % 1./C/I =-( ,.,0/2, ( 1./ $ 6&/CE $&(>=-= ,.+ n /2* T%)( ? / \ /21P;&+:rJ/ = ,3 %)( 6 \% +R33 %&( S>/ =¡( / = +-6 ? 571 9 ( 3<+R576 ? 571|/ ( I % ;&+:rJ/ =_i% /C6&I2/ _N\ / %)( *6&5e+-*/ (‹% 5 \ 9 ( 6 /r ( IC3;&+sr/ = / = 576&F‚3<5/ ( I % I =¡( ,0,DA3.+-,0, $ /tK^ b $ 3 ( ;&;&105YrJ+ 9 ( 3./ = 3 % / \% +:3/21 h !š5 ? 3 % /];&+:rJ/ = ,2^ % /I % 57+RI2/|5 ? 3 % /]S (>=R$ / \P( ( ,0/2*576e3 % +-,C^ % /], $ 9•9 ( 1 5 ? 1./C, $&= 3<,+R, % 5 \ 6+R6 ( = /J^Ÿ&^xO;&; ( 10/26"3 = \ /cI ( 6IC576&I =-$ *&/•3 %)( 3‚3 % 1./C/I =-( ,.,0/2,‚/KrJ+-,43 _N( 6*+R3G+R, /Kr ( IK3 = \%)( 3 \ //KrJ;@/CIC3./2*g^c % /C6,0/ ( 10I % +-6&F ? 5713 % 10/2/I =-$ ,031F71./ ( 33 % /21 ? 571 9 5 ? 3 % /210/ ? 5710/ +-,M/CE $)(>= 3.5 hYk !5 ? 3 % /P3.5>3 (V= 6 $ 9] /21i5 ? ( 9 ; = /C, _>\% +RI % +-, = /2,0,i3 %)( 6]3 % /6 $ 9] /21i;+:rJ/ = \ /•/C,03.+ 9 ( 3/21|3 % 57,0/•3 \ 5‹I %'$ 6&f', \ /210/3 % 1./C, % 5 = *&/2* '! ^n,.+ 9 + =¡( 1O,.+R3 $)( 3.+-5763<557f ; =-( I2/G+-683 % /‚I ( ,0/|5 ? ,./ ( 1.I % +R6&F ? 571 B S>/ ( 6&*p,.+srQI =¡( ,.,./C,2^O, $)(>=R= 3 % / T W (>= F75710+R3 % 9 +R, 6&5>3O3 % /‚1.+RF % 3 ?A$ 6&IK3<+R576p3.5 $ ,./ ? 571 \ +R*&/ = *&+R@/210/26"3,0+ n /C*I =R$ ,03./21.,C^ % /|,./ = /2IK3<+-5>6e5 ? 3 % / S (>=R$ / /CI ( 9 / (Q= +R303 = / +R3G*&+ I $&= 3 \ +R3 % 9 571./I =¡( ,0,./2,C^"3G,./C/ 9 /2*3 % /•* ( 3 ( ,0/C3 % /210/ 1./CE $ +-10/2* (|=-( 1.F7/C1P6 $ 9] /21PI25 9 ; ( 10/2*3.5|3 % /;&1./KSJ+R5 $ ,3 \ 5* ( 3 ( ,./K3<, ( 6&* ( 9 (>=-= I %)( 6F7/ >Ÿ

PAGE 46

5 ?iL 9 ( ( ‘/CIC33 % /G1./C, $&= 3 (€= 5V3t^J+-6I2/ \ /G1./C;@/ ( 31/ ( I % I ( ,./ _n(c? / \ ( *&x+-6+R3<+ (>= + nt( 3.+-576, 9 ( 1./2, $&= 32^ b $ 3+-6 9 57,43/KrJ;[/21.+ 9 /C6"3<, \ / \ /210/ ( = / 3<5€F7/K33 % /DI =-( ,.,6 $ 9] /215 ? 3 % 1./2/V^ ( = /^ ŸW‹U h ( 3 ( ,./K3]10/2, $= 3t^x"3|, % 5 \ ,|3 % /•6 $ 9] /C1|5 ? I =-$ ,03= ,2^Ž1 $ / 6 $ 9] /215 ? I =-( ,.,0/2,+-,^ fg_ ƒeRPTjhR’RTN0j†hwFT Ž T†_KƒeRQPTjhR’X–Vƒede p p n p o x s n m m x s n v v x t0n n8 b / = 5 \\ / = +R,03G1./C, $&= 3<, ? 1.5 9 /r;[/210+ 9 /26"3<, \ +R3 % 3 % / l 5>3 % /C1‚* ( 3 ( ,./C3.,2^ T 571 9 5>,03G5 ? 3 % / 9 3 % /DI257101./2IK36 $ 9] /215 ? I =-$ ,03=-$ / ? 5713 % /D6 $ 9] /C15 ? I =¡( ,0,./C, /2+R6&F,./ ( 1.I % /C* ? 571C^ ( = /O^ £‚H +RF7+R3.,7œ l ( 3 ( ,./K31./C, $&= 3t^N"3, % 5 \ ,P3 % /6 $ 9| /C15 ? I =-$ ,03œ l ( 3 (p\ +R3 % 3 % / 9 +R6&+ 9 $ 9 L 5YS7/21€ k 3<10+ (>= ,2^ 1 $ /D6 $ 9] /215 ? I =-( ,.,0/2,+-,^ fg_ ƒeRPTjhR’RTN0j†hwFT Ž T†_KƒeRQPTjhR’X–Vƒede p p n p o p pDp n o m p pDp n v v x s n8 Gg@—@?g@? wAdJŸ&)ƒŒ@YaY'¨ % /3 % 1./C, % 5 = *,43<1 ( 3=-$ /I %&( 6&F7/C,]*&/2;[/26*&+-6&F‹5763 % /6 $ 9] /21G5 ? I =-$ ,431 ( 6&** ( 3 ( ,0/C3t^D"3 (V= ,.5 %)( ( *&/C;@/C6&*&/26I 576+R6&+R3.+ (>= + n2( 3<+R576g^6…571.*/213.5c5YS7/210I25 9 /]3 % +-,  £

PAGE 47

( = /J^¦¤57657,.; % /21./* ( 3 ( ,./C310/2, $&= 32^i"3, % 5 \ ,3 % /6 $ 9| /C15 ? I =-$ ,43= ,2^ 1 $ /D6 $ 9] /215 ? I =-( ,.,0/2,+-, j ^ fg_ ƒeRPTjhR’RTN0j†hwFT Ž T†_KƒeRQPTjhR’X–Vƒede x x x n x p x pDp n m o xKlp n v m x pDp n s ( = /^¦‚—/K3.31 ( 6&* ( S7/C1 ( F7/6 $ 9] /C1 ? 5 $ 6&* ? 571D3 % /—/C3.3./21]¢‹* ( 3 (Q\ +:3 % 3 % / 9 +-6+ 9 $ 9 L 5aS>/21 k 3<10+ (>= ,2^ 1 $ /D6 $ 9] /215 ? I =-( ,.,0/2,+-,^ fg_ ƒeRPTjhR’RTN0j†hwFT Ž T†_KƒeRQPTjhR’X–Vƒede p pKln n p o x tDs n o m x tDm n v v x tDm n s ( = /‚^œcJ5 / ( 6* ( 3 ( ,0/C31./2, $&= 32^"3, % 5 \ ,O3 % /G6 $ 9] /215 ? I =R$ ,03./21.,,./ ( 1.I % /C* ? 571 ( 6&* ( S7/C1 ( F7/6 $ 9] /21 ? 5 $ 6&* ? 571N3 % /J5 / ( 6* ( 3 (\ +R3 % 3 % / 9 +-6+ 9 $ 9 L 5YS7/C1 k 3<10+ (>= ,2^Ž1 $ / 6 $ 9] /215 ? I =-( ,.,0/2,+-,Ÿ&^ fg_ ƒeRPTjhR’RTN0j†hwFT Ž T†_KƒeRQPTjhR’X–Vƒede o o n p m oKlp n m v o xDv n v o pDp n s 7¤

PAGE 48

( = /8J^ l +-6/Q* ( 3 ( ,./K3•1./2, $&= 32^""3, % 5 \ ,•3 % /86 $ 9] /21€5 ? I =-$ ,03/21G k 3<10+ (>= ,2^‚Ž1 $ / 6 $ 9] /215 ? I =-( ,.,0/2,+-,^ fg_ ƒeRPTjhR’RTN0j†hwFT Ž T†_KƒeRQPTjhR’X–Vƒede p p n p o x t n m m x t n v v x t n8 ( = /^ htk W $&= 3.+-; = /I = /C1.57,0+-,N* ( 3 ( ,./K31./C, $&= 3t^M"3i, % 5 \ ,N3 % /6 $ 9| /C1N5 ? I =-$ ,03/6 $ 9] /21 ? 5 $ 6&* ? 5>13 % /W $&= 3<+R; = /€I = /C1.57,0+-,* ( 3 (x\ +R3 % 3 % / 9 +R6&+ 9 $ 9 L 5YS7/C1 k 3.1.+ (V= ,2^ŽŽ1 $ /G6 $ 9] /C15 ? I =¡( ,0,./C,+R, j ^ fg_KƒeRQPTjhRgRTN0jh†hweT Ž Tˆ†_KƒeRPTjhRgX–Vƒede x x xDm n p p x xDm n oum o x pDp n v m x pDp n80m ( = /€J^ h7h b 1./ ( ,03| ( 6&IC/21D* ( 3 ( ,0/C3G1./C, $&= 3t^]"3D, % 5 \ ,G3 % /€6 $ 9] /215 ? I =R$ ,03./21.,D,0/ ( 10I % /2* ? 571 ( 6* ( S7/C1 ( F>/‚6 $ 9] /21 ? 5 $ 6&* ? 5>13 % / b 1./ ( ,03 ( 6I2/21* ( 3 (]\ +R3 % 3 % / 9 +-6+ 9 $ 9 L 5YS7/C1  k 3<10+ (>= ,2^i1 $ /G6 $ 9| /C15 ? I =¡( ,0,./2,+-, j ^ fg_ ƒeRPTjhR’RTN0j†hwFT Ž T†_KƒeRQPTjhR’X–Vƒede x x n p p x x0n n m o x x0n n v m x xDv n8 "

PAGE 49

( = /€J^ haj O103.+ B IC+ (>= ( 3 ( ,0/C3 j 1./C, $&= 3t^‚"3D, % 5 \ ,3 % /€6 $ 9] /215 ? I =-$ ,431 ( 6&* ( S7/C1 ( F7/6 $ 9] /21 ? 5 $ 6* ? 5>1i3 % /143<+ B I2+ (V= ( 3 ( ,./C3 j ( 3 (\ +:3 % 3 % / 9 +-6&+ 9 $ 9 L 5YS7/C1  k 3<10+ (>= ,2^i1 $ /G6 $ 9| /C15 ? I =¡( ,0,./2,+-, £ ^ fg_ ƒeRPTjhR’RTN0j†hwFT Ž T†_KƒeRQPTjhR’X–Vƒede m m n p v m nv n m m npDp n v s m n8 ( = /]^ h 8W‹U j ( 3 ( ,./K3D1./2, $&= 32^‚"3, % 5 \ ,3 % /6 $ 9| /C15 ? I =R$ ,03./21.,,0/ ( 10I % /2* ? 571 ( 6&* ( S7/C1 ( F7/‚6 $ 9] /21 ? 5 $ 6&* ? 5713 % /|W‹U j ( 3 (•\ +:3 % 3 % / 9 +R6&+ 9 $ 9 L 5YS7/C1 k 3<10+ (>= ,2^Ž1 $ / 6 $ 9] /215 ? I =-( ,.,0/2,+-,^ fg_ ƒeRPTjhR’RTN0j†hwFT Ž T†_KƒeRQPTjhR’X–Vƒede p x t n p o x sDp n m m x s n v v x s n8 7œ

PAGE 50

\ / $ 3<+ = + n /2*3 % / ?A$&n2n ( 6"3<, (>= F75710+R3 % 9 3.5…I21./ ( 3= F7571.+:3 % 9 *&5/2, ( f'+-6*5 ? F = 5 (>= ,./ ( 1.I % 3<5 B 6&* ( ; ( 143<+:3<+-5>6 +:3 %)( ,3 % / ;[5>3=( + = +R3 3<5 B 6&*o; ( 103.+R3.+-576&, \% +-I % 9 ( 6&5V3 / ? 5 $ 6&* "! 5>3 % /C1 (V= F75710+R3 % 9 ,C^ % /C6 ( I2576&,0/26&, $ ,,0+ 9 + =-( 1.+:3 !9 ( 3.1.+:r+-, = +-f>/; $ 3.3.+-6&F (>=R= 5 3 ( +-6&/C*8; ( 103.+R3.+-576x+R6 ? 571 9 ( 3.+-576 3<5>F7/C3 % /21 _\ /DI ( 68,.+ 9 ; = 10/2; =-( I2/3 % /f>/C1.6&/ = 9 ( 3.1.+:r+R6QD+R1.5 =-( 9 + 9 /C3 % 5J*" +-6"3<53 % / I25>6&,./C6&, $ 9 ( 3.1.+sr /2I (>$ ,./Q3 % / !" 5V3 % 1./2;1./2,0/26"33 % /Q,.+ 9 + =-( 1.+:3 !…9 ( 3<1.+sr $ 3•3.5,05 9 / /Kr3./26"33 % /I2576&,0/26&, $ ,P,0+ 9 + =-( 1.+:3 !‚9 ( 3.1.+:r /C3.3./211./ E /2IK3<,3 % /3<1 $ /,.+ 9 + =¡( 10+R3 !G9 ( 3<1.+sr]5 ? 3 % / ( 3 ( ,./K3t^/ ( 10/ \ 571.f'+R6&Fc3 % /|, ( 9 / \P( ( ,D+R1.5 =-( 9 +N " *&+R* _d\ /I (>= I $&=¡( 3./G3 % / 9 57,03 ,.+RF76&+ B I ( 6"3€/C+-F7/C6'S (>=R$ /2,5 ? 3 % /8I2576&,0/26&, $ 9 ( 3.1.+:r@^6 ( **&+R3.+-576 3 % /8, $ 9•9 ( 3<+-5>65 ?(>=-= 3 % /•/C+-F7/C6"S (V=-$ /C, ? 5 $ 6&* ? 1.5 9 3 % /,.+ 9 + =-( 1.+:3 !89 ( 3<1.+sre+R,+-*/26"3<+RI (>= 3.5x3 % /]3.5>3 (>= 6 $ 9] /C15 ? ( 9 ; = /2,C^N % / 9 57,43,.+-F>6&+ B I ( 6"3/2+RF7/26"S (>=-$ /2,1./C;&1./C,./C6'3O3 % /DI =-$ ,43f+R6&F ? 571C^ % /6&/ \ /KrJ;[/210+ 9 /26"3N+-, ( ? 5 =R= 5 \ ,2Z—3 % /6 $ 9] /C1i5 ? I =R$ ,03./210,N,./ ( 1.I % /C* ? 571 '! 3 % / ?A$n2n ( 6"3<, (>= F>571.+:3 % 9 +R,3 % /|, ( 9 / ( ,O+-683 % /‚ % 1./C, % 5 = *3.1 ( 3./2F _[? 571/ ( I % *&/2,0+-10/2*e6 $ 9] /21O5 ? I =R$ ,03./210,‹A, $ I %( ,• Ÿ _P£…( 6&*¤+R6"3 % /x1.+R,* ( 3 ( ,0/C3› _\ /Q1 ( 6 £ 3<10+ (>= \ +R3 % *+R@/21./C6"3 +-6+R3<+ (>= + nt( 3.+-576, 3 % /210/ ? 5710/ \ / %)( S7/ j>k *&+:‘/C1./C6'3; ( 143<+:3<+-5>6&, ? 571/ ( I % ( 3 ( ,0/C3+-6"3<5>3 (>= ^ % 105 $ F % rNE $)( 3<+R576^ hYk_ 3 % /IC576&,./C6&, $ ,,0+ 9 + =-( 1.+:3 I ( 6 /I210/ ( 3./2*g^M % / 9 5>,03N,0+-F76&+ B I ( 6'3 /2+RF7/26"S (>=R$ /2, ( ,*&/ B 6&/2* / = 5 \ ( ,./C*576‹3 % /]I2576,./26, $ ,D,.+ 9 + =¡( 10+R3 !9 ( 3.1.+sr ? 571/ ( I % ( 3 ( ,./K3 ( 1./D, % 5 \ 6p+-6 T +RF $ 1./^ ( 6* T +RF $ 10/^œ^ / $ ,./C* ( 3 \ 5VU = /CS7/ = 3 % 1./C, % 5 = *S (>=R$ /+R6&,03./ ( *5 ? 576&/•3<5p*&/C3./21 9 +-6/•3 % /6 $ 9] /21‚5 ? I =R$ ,03./210,2^ h ^ = /CS7/ = U h ZŽ+ ? 3 % //2+-F>/26"S (>=-$ /+R,F>1./ ( 36&/5 ? 3 % /,0+-F76&+ B I ( 6'3/2+-F>/26"S (>=-$ /C,2^i/ $ ,./3 % /; ( 1 ( 9 /K36&+ B I ( 6"3/2+RF7/26"S (>=-$ /2,2^  l

PAGE 51

j ^ = /CS7/ = U j Z ? 5>1 (>=-= +-*&/C6"3<+ B /2*€,.+RF76&+ B I ( 6"3N/C+-F7/C6'S (>=R$ /2, + ? +R3.,iS (>=-$ /P+-,NF710/ ( 3./21i3 %&( 6 •_ 3 % /26 \ /G3<1./ ( 3+R3 ( ( I =-$ ,03=R$ /Y^/G,./K3 L k ^ Ÿ £ % /C1./V^ % /, $ 99 ( 3.+-576•5 ?(>=R= 3 % //C+-F7/C6"S (V=-$ /C,P5 3 ( +-6/2* ? 105 9 3 % / 9 ( 3.1.+sr•+-,+-*&/C6'3.+-I (>= 3.5|3 % / 6 $ 9] /215 ? /Kr ( 9 ; = /C,2^r ( I % /2+-F>/26"S (>=-$ /‚1./C;&1./C,./26"3.,D3 % /|,0+ n /|5 ? 576/]I =R$ ,03./212^O % / = /CS7/ = U h 3 % 1./2, % 5 = *•10/ (>=R= % / = ;&,i10/ 9 5YS7/,.; $ 1.+R5 $ ,NI =R$ ,03./210, +-6 \% +-I % 3 % /6 $ 9| /C1N5 ? /Kr ( 9 ; = /C, 9 ( 576 = I25YS7/C1 $ ;p3<5 j !š5 ? 3 % /|* ( 3 ( ,0/C3t^ T 5713 % / = /KS7/ = U j 3 % 1./2, % 5 = _[\ / B 10,03OI (>= I $&=-( 3= +R3 6&5>3 (V=-= I =-$ ,03=-= ,0+ n /2*g^O/C6&I2/+ ? 3 % /,0+ n / 5 ? 3 % /I =R$ ,03./210, ( 1./ = /2,0,P3 %&( 6 k  Ÿ £ \% +-I % +R, (|= +R303 = / +:3 = /2,.,3 %)( 6 %&(>=R? 5 ? 3 % / ( S>/21 ( F7/ ,.+ n /D5 ? 3 % /DI =-$ ,43=-$ /2, ? 571rNE $)( 3.+-5768J^ h7h ^NO/C1./ \ /5>6 = 6&/2/C*p5>6&/S (>=-$ / L k ^Ÿ £ ^N % / +-*/26"3<+ B /2*Q6 $ 9] /215 ? I =-$ ,431/ ( I % ( 3 ( ,./K3+R, = +-,43+R3<,7œ l€( 6&*‹n/K3.3./21¢ ( 1./D6&5V3O+R*&/26"3.+ B /C*pIC571.10/2IC3 = $ 3 '! = 5J5>f+R6&F ( 3 T +RF $ 1./ ^¦ _"\ /O6&5>3.+-I2/C*3 %)( 3 5>3 % 5 ? 3 % / 9 %)( S7/ 9 5710/O,0+-F76+ B I ( 6"3/C+-F7/C6"S (V=-$ /C,3 %)( 63.1 $ /I =-( ,.,0/2, ( 6&*3 % /2+R1c/2+RF7/26"S (>=R$ /2, ( 1./‹3.5J5I = 57,0/e3<510/ 9 5YS7/ "! 3 % /e3 % 10/ % 5 = 9 /C3 % 5J* 9 /26"3.+-576&/C* ( 5YS7/>^/]*&+R*6&5>3;@/C1 ? 571 9 3 % +-, 9 /K3 % 5*e576‹3 % /|3 \ 5pW‹* ( 3 ( ,0/C3<, /2I (>$ ,0/]3 % /],0+ n / 5 ? 3 % / 9 ( 3<10+:r+-,3.5J5 +RF€3.5 %)( 6&* = />^ Gg@ ŒgŽ&D&Žv8`2"Žt2ƒ[ % /•f>/ ; ( 103D5 ? 3 % / (>= F75>1.+R3 % 9 +-,3 %)( 3 \ / $ ,0/2*…3 % /€fV/21.6/ = U"+-6&* $ I2/C**&+R,03 ( 6&I2/ 9 / ( U $ 1./ _N\% +RI % 9 ( ;&,‚3 % / = 5 \ U"*&+ 9 /26&,0+-576 (>= ,.; ( I2/x+-6"3.5 % +-F % /21U*&+ 9 /C6&,.+R576 (>=i? / ( 3 $ 10/c,.; ( I2/ 3 % /I =¡( ,.,./C, \% +-I % 571.+RF7+-6 (>=-= 5YS7/21 =¡( ;;@/C*•+R6]3 % /5 = ? / ( 3 $ 1./,0; ( IC/ %&( S>/ ( S>/21 % +-F % ;&1.5 U Ÿ k

PAGE 52

T +RF $ 1./DJ^] =-=R$ ,03.1 ( 3.+-576x10/2, $&= 3 hD? 571/2+RF7/26"S (>=-$ /,03<1 ( 3=R$ /2,D5 ? 3 % /€,.+ 9 + =¡( 10+R3 !Q9 ( 3<10+:r ? 5>1* ( 3 ( ,./K3<, ( 10+-,2^‹ H +RF7+R3.,7œ l ^‹AIY576&5VU ,.; % /210/>^ƒ*d—/K3.3^D 5YS7/]3 % /1./C* = +R6&/ _[\ /*&/ B 6&/C*…3 % / 9 ( ,3 % / 9 5>,03O,.+-F>6&+ B I ( 6"3/2+-F>/26"S (>=-$ /C, 3 % /DS (>=-$ / ? 5713 % /|10/2* = +-6&/+R,3 % / = /CS7/ = U j 3 % 1./C, % 5 = +-6x3 \ 5VU = /CS>/ = 3 % 1./2, % 5 = 9 /C3 % 5J*‘^ Ÿ h

PAGE 53

T +RF $ 1./DJ^¦œ =-=R$ ,03.1 ( 3.+-576x10/2, $&= 3 j]? 571/2+RF7/26"S (>=-$ /,03<1 ( 3=R$ /2,€5 ? 3 % /8,.+ 9 + =¡( 10+R3 !9 ( 3<10+:r ? 571€* ( 3 ( ,0/C3<,e ( b 1./ ( ,03c ( 6&I2/C12^ €W $&= 3<+R; = / JI = /21057,.+R,2^AIY•O103.+ B IC+ (>= ( 3 ( ,0/C3 h ^ƒ*d€143<+ B I2+ (V= ( 3 ( ,./K3 j ^ 5YS7/p3 % /Q1./C* = +R6&/ \ /|*&/ B 6&/2*e3 % / 9 ( ,3 % / 9 57,03O,.+RF76&+ B I ( 6"3/2+RF7/26"S (>=-$ /2, 3 % /‚S (>=-$ / ? 5713 % /|10/2* = +-6&/D+-,3 % / = /KS7/ = U j 3 % 1./C, % 5 = *Q+-6x3 \ 5U = /KS7/ = 3 % 10/2, % 5 = 9 /K3 % 5*g^ Ÿ j

PAGE 54

( = /DJ^ h Ÿ H /K3/26"S (>=-$ /,43<1 ( 3=-$ /• L k ^Ÿ £ K^ McN0PQN!RTPQR UWVDXB†_ ƒeRPTjhRŒeTPTjh\>bKdFT ikjhbKR p McbaqbaPQRrpDsDt # i/VdFVRQ]wFTjQT x yŸTPPTjzi{y $ Y(V|}~TNDd o €bKdFT p ‡ˆjQTNDRPOfgNDd†‰Tj x ‚‹ƒe_aPQba]`_aTYF†_aTjQVRQbKR x Ž jhPQba†bKND_~eN0PQN>RQTP…l m Ž jhPQba†bKND_~eN0PQN>RQTPzx m ( + = +:3 3<5 /,./2; ( 1 ( 3./2*8+-6 % +-F % U"*&+ 9 /26,.+-5>6 (>=)? / ( 3 $ 1./,.; ( IC/>^ % //KrJ;[/210+ 9 /26"3, % 5 \ ,3 % / F710/ ( 3 ( *S ( 6"3 ( F7/5 ?d$ ,.+R6&F3 % /fV/2106&/ =&?A$ 6IC3<+R576+-6,03^ % / +R/KU b /26&+ ?A$&n2n I =R$ ,03./21.+R6&FeS (>= +R*&+R3 !…9 /C3.1.+RI \P( ,€57;3<+ 9 + n /C* "! ( \P( 1 9 ( ,0/2* I =R$ ,03./210+-6&F ( ;;&1.5 ( I %g_ /26 %&( 6&I2/C* "! +R6"31 ( 3.+-6&F ( fV/2106&/ = U+-6* $ I2/C**+-,03 ( 6&IC/ 9 / ( $ 10/>^‚"3 \P( $ ,./2*•3<5D/CS (>=R$)( 3./3 % /F755J*&6/2,.,5 ? / ( I % ; ( 143<+:3<+-5>6g^Ž % /O; ( 103<+:3<+R576&, \ /210/OIC1./ ( 3/2;J3P3<1 ( I›f5 ? 3 % / /C,03 = 5I ( 3.+-5763 % / %)( *S+-,0+R3/C1.6&/ = U ( ,./C* +R/KU b /26&+gS (>= +-*&+:3 !c9 /C3<10+-I \P( ,, % 5 \ 6‹3<5 / E $ +R3./ $ ,./ ?A$= +R6p*/2I2+R*&+-6F•3 % /‚10+-F % 36 $ 9] /215 ? I =-$ ,436e3 \ / = S7/•* ( 3 ( ,./K3<,2^ H$ 1.+R6&Fx;&1.5I2/C,.,0+-6&F _n( 3 % 1./C, % 5 = \( ( ;&; = +R/2*‹3.5 I =R$ ,03./21,0+ n /+R6571.*/213<58/ = + 9 +-6 ( 3=R= I =-$ ,43;@/C1 ( 3.+-576 $ 3<+ = + n /2*|3 % / T W ?A$ 6IC3<+R576 (>=\% +-I %€%)( ( S>/21 ,03.1.576&F + ( ,M3.5 \P( 10*&, ( ;&;1.5trJ+ 9 ( 3= ,0+ n /I =-$ ,03=-= F7/26&/C1 ( 3./2*€* ( 3 ( ,./K3 3 % /G6 $ 9] /21O5 ? I =-$ ,43= F $ /2,0,N5 ? 3 % /P6 $ 9] /C1i5 ? I =R$ ,03./210, \( ,N5YS>/21./C,03.+ 9 ( 3
PAGE 55

* ( 3 ( ,./C3 S+-, $&(>=-= 3 % /210/ ( 1./3 % 1./2/DI =¡( ,0,./2,+-6c3 % /D+ 9 ( F7/ _( 6* \ /DI ( 6Q, ( 3 % /D6 $ 9] /C15 ? I =R$ ,03./210,*+-,.IC5YS7/210/2* "! 3 % / (>= F75710+R3 % 9 +-,I25>1.1./CIC32^685>3 % /21 \ 5710*&, +:3 (>= ,05, $ ;;@57143/26"S (>=-$ /C,N3<5D*&/C3./21 9 +R6&/3 % /6 $ 9] /215 ? I =R$ ,03./210,;[/21 ? 571 9 /2* \ / =-= 3<55 +:3576 = 10/2E $ +-10/2,D576&/;[/210I2/C6'3 ( F7/S (>=-$ / L¨? 571 (V=-= ( 3 ( ,./K3<,C^"33 ( fV/2, ( *S ( 6"3 ( F7/5 ? ( I25>6&,./C6&, $ ,,0+ 9 + =¡( 1.+R3 !]9 ( 3.1.+sr _"\% +RI % I25 9] +-6&/C, j>k *&+:‘/C1./C6'3; ( 103.+R3.+-5761./2, $&= 3.,3<57F>/C3 % /21 / ( I % ; ( 143<+:3<+-5>6 \( ,5 3 ( +-6/2* "! 3 % / ?A$&nCn ( 6"3<, (>= F7571.+:3 % 9 ^g % 5 $ F %]T W %)( ( 6G/KrJ+-,43<+-6F ;&105 = / 9 +R6c3 %)( 3+R3I ( 6xF7/K3,03 $ I›fc+-6 = 5JI (>= /r3<1./ 9 (J_&$ ,.+R6&F]3 % / ?A$&n2n ( 6"3<, (V= F75710+R3 % 9 _"\ / +-6I21./ ( ,./3 % /DI %)( 6&IC/2,5 ?ŽB 6*&+-6&F€;[5>31.1./CIC3|6 $ 9] /C1|5 ? I =-$ ,43=-$ / 9 /C3 % 5J*g^p % /c/C+-F7/C6'S (>=R$ / 9 /K3 % 5*+-,GS7/C1 ,.+ 9 ; = / ( 6*+-6"3 $ +R3<+:S7/ _i( = 576&F ( \ /cI210/ ( 3./ 3 % /G,0+ 9 + =-( 1.+:3 !9 ( 3.1.+:rI25>1.1./CIC3 = _&\ / ( 1./3 ;&+-I (>=-= ( = /3<5€*&/K3/21 (>= E $ /C,03.+-576&, ( 10/ \ 57143 % I2576&,0+-*&/C1 ( 3.+-576‘^• % / B 10,03‚+-, % 5 \ 3.5p,0/C3D3 % /•3 % 1./C, % 5 = \% +RI %c\ 5 $= *c+R6&*&+-I ( 3=R$ /2, \ /C1./E $ +:3=R$ / 3 % /6 $ 9] /215 ? I =-$ ,4312^ T)$ 103 % /21 9 5>1./ 3 % /;[/210I2/C6'34U ( F7/‚S (V=-$ /|S ( 10+-/C, \% /263 % /6 $ 9] /215 ? I =-$ ,431I %)( 6&F>/2,2^‚ ? 3 % /]3 % 1./C, % 5 = +-,D3<55 =¡( 10F7/ _Ž( I =-$ ,431./€I %'$ 6&f',I25 $= / = / ? 3 $ 6&*+-,.IC5YS7/210/2*¨ (>=-= $ UI =-$ ,43=J\ +R*3 % +-6rNE $&( 3<+R576^ £ ^p % /26 +-,GF710/ ( 3./21|3 %)( 6 h7_ 3 % /•S (V=-$ /5 ? rNE $&( 3<+R576^ £ 3= + n /C*Q3 % /|* ( 3 ( _[\% +RI % S+-5 =-( 3/]3 % /•*+-,03 ( 6&IC/ /K3 \ /C/263 % //Kr ( 9 ; = / ( 6&*…I2/C6"3<1.5>+-*&,ƒfV/2106&/ = ,0; ( I2/t =¡( 10F7/ 6&5>3, 9 (>=-= ^O/ (>= ,05c*&5x6&5>3 \( 6'3 3.5J5, 9 (>=-=`_ /2I (>$ ,./+:3 \ + =-= 9 ( fV/8`J^ £ /CI25 9 /|3 % / I25>6&,03 ( 6"3S (>=R$ /5 ?Nj ^N % /210/ ? 5710/ 3 % /G,0/ = /2IC3.+-57685 ? S (>=-$ /+R, (>= ,05S7/21 + 9 ;@5>103 ( 6'32^ Ÿ7Ÿ

PAGE 56

z|‹{c‚}‚w J {x‹}z|‡‹Œ—}GwcyC…‰†y2}‚ z€~•…Œ‘wŒ—‹Œ =¡( ,0,.+RI (>= I =R$ ,03./21.+R6&F (>= F75710+R3 % 9 ,N10/2E $ +-10/ ( ;&10/2*&/ B 6&/C*Q6 $ 9| /C1P5 ? I =-$ ,43= F75>1.+R3 % 9 ( 1./Q5 ? 3./26S>/21 ,./C6&,.+:3<+:S7/83<5+R6&+R3.+ (>= + n2( 3<+R576 _M\% +RI % I ( 61./C, $&= 3+R6 S7/C1 *&+:‘/C1./26"3I =R$ ,03./210+-6&FD1./C, $&= 3<,C^NŽ5 \P( 1.*&,,.5 = S+-6&F3 % /2,0/+-,0, $ /C, _'\ /;&10/2,./C6"3 ( 3 \ 5VU"; %)( ,0/ (>= F7571.+:3 % 9 \% +-I % +-, ( IC5 9] +R6 ( 3.+-576…5 ?( 6&/ \( 6"3 ( ,./2* (>= F>571.+:3 % 9 ( 6&* ( 6&576&6/2F ( 3.+RS>/ 9 ( 3<10+:r ?ƒ( IC3<5>1.+ n2( 3<+R576JU ( ,./C*I2576,./26, $ ,‚I =-$ ,033G576 = *&+-,0I25YS7/C1 3 % /x6 $ 9] /C15 ? I =R$ ,03./21., ? 571 ( ( 3 ( ,0/C3 $ 3 (>= ,055 3 ( +-6S>/21 F>5J5*; ( 143<+:3<+-5>6E $)(>= +:3 ^ /Q, % 5 \ 3 % / 9 ( +R6I2576"3.1.+ $ 3<+R576&,5 ? 3 % +R, ? 1 ( 9 / \ 5710f ( 10/Q/K‘/CIC3.+RS7/ = */C3= /Kr3<10/ 9 ( '! *&57+R6&F (|? 571 9 5 ? F = 5 (>= ,./ ( 1.I %( 6&*…5 3 ( +-6 ( /C303= +R3 B 6 (>= ; ( 103.+R3<+R576g^|rirJ;[/210+ 9 /26"3<, \ /21./•*&576/ \ +:3 % 36&,03.1 ( 3./ 3 % /G/K‘/CIC3.+RS7/C6&/2,0,5 ? 3 % +-,6&/ \™( ;&;&105 ( I % ^ Jnƒ' Š)aaA[)cƒtJ"†da % / 9 ( +R6 ( + 9 5 ? I =R$ ,03./21.+R6&FQ+-,D3<5Q*&+RS+-*/ ( ( 3 ( ,0/C3]+R6"3<5QF71.5 $ ;&,‚,05p3 %)( 3D3 % /•* ( 3 ( \ +R3 % +-6 ( F71.5 $ ; ( 10/, $J IC+-/C6'3 = ,.+ 9 + =-( 1 \% + = /€3 % /c* ( 3 ( / = 576&F7+R6&Fp3.5e*&+:‘/C1./26"3F>1.5 $ ;, ( 10/O*&+R,.,0+ 9 + =¡( 12^n \ 5 +-FG*&1 (t\ ( I›f,5 ? 9 ( 6 /rJ+-,03.+-6&FGI =R$ ,03./210+-6&F (>= F75>1.+R3 % 9 ,i, $ I %8( ,3 % / T)$&n2n 9 / ( 6&, T We (>= F7571.+:3 % 9 _m U 9 / ( 6&, (>= F75>1.+R3 % 9 ( 6*rMrJ;[/2IC3 ( 3<+R576•W ( rJ+ 9 + nt( 3.+-576 `rWe (V= F75710+R3 % 9 ( 10/]3 %)( 3O3 % / 10/2E $ +-10/;&1.+R571f'6&5 \= /2*&F7/5 ? 3 % /6 $ 9] /215 ? I =-$ ,031 3 % /|* ( 3 (c( 6&* ( 1./GS7/C1 ,0/26&,0+R3.+RS7/G3<5I =-$ ,036+-, ( ,0/2*G576D3 % / % + =-= I = + 9] +-6F % / $ 1.+-,43<+RI 7œ  lV ^ŽW ( 6 I =-$ ,43= F75>1.+R3 % 9 ,N lC Ÿ £

PAGE 57

h Ÿ kV */CS7/ = 57;[/2* $ ,.+-6F3 % /P;&10+-6&IC+-; = /2,n5 ? \( 1 9 6'3./ =R= +-F>/26&IC/ ( 1./I2576&,0+-*&/C1./C*]*&+-,43<10+ $ 3./2* E /r+ = / ( 6&*105 $ ,43t^i % / (>= F75710+R3 % 9 ,,.+ 9 $&=¡( 3/ ( 6&*•,03<5I %)( ,43<+RI+:36*&+R1./2IK3Q5718+-6&*&+R1./CIC3 ? /2/C* ( I›f \ +R3 % 1./ =¡( 3.+RS>/ = ,0+ 9 ; = / ( F>/26"3<,€ j ^ \( 1 9ˆ / %&( S+R571O+R,6&5V3*&/K31 5 ? +R6&*&+:SJ+R* $)(>= $ 33 % /O+-6"36&F‚+R6&*&+:SJ+R* $)(>= ,; =¡( ( S+R3 (>= 1.5 = /O+R6, %)( ;&+R6&F|3 % / \P( 1 9 / %&( S+R571‚ lV ^P 9 5>6&F3 % /G,03 $ *&+-/C,O5 ? *&+:‘/C1./26"3O, \P( 1 9 _[( 6"3I25 = 576&+R/2,‚ lC[h7h2—\ /210/ ? 5 $ 6*Q3.5 / 9 5>,03 $ ,0/2*g^ % / / %)( SJ+R57185 ?( 6'3pI25 = 576&+R/2, %)( ,p+R6&,.;&+R1./C*3 % /*&/CS>/ = 5>; 9 /C6"3‹5 ? S ( 1.+R5 $ ,xI =R$ ,03./21U +-6Fc3= ,.;[/2IC+-/2,5 ?( 6"3.,I =-$ ,036&* /2,0+-*&/C,6&/2,43I = / ( 6&+R6&F _@( 6&5>3 % /21O+-6"365 ? 6&/2,43 9 ( 31.+-* _\P( (>=R= 5 \ /C*3<58;&+-I›f $ ;5>1*&1.57;I25>1.;&,0/2,G,.5 ( ,3<58I =R$ ,03./213 % / 9 ^€ ( 3./21D576 +:3 \( ( ( ;3= F>571.+:3 % 9 f'6&5 \ 6 ( ,‚6"3€P5 = 576 =-$ ,431 ( 3 (8( 6 (>= ,.+R, "! $ 9 /21€ jJh2 ^|3 % 57105 $ F %( 6 (>= ,.+R, \P( ,;&1./C,./C6'3./2* '! ( 6&* = j7jg\% /C1./G,./KS7/21 (>= + 9 ;&1.5YS7/ 9 /C6"3<, \ /C1./G, % 5 \ 6g^ % / ( ,0+-ID+-*/ ( 5 ? 3 % +R, ( ;&;&1.5 ( I % +-,3.5€; =¡( IC/3 % /D* ( 3 ( 576 ( +:U*+ 9 /26&,0+-576 (V= F>1.+-*8, $ I % 3 %)( 33 % /G+R6"3<1.+R6&,.+RII =R$ ,03./21,03.1 $ IK3 $ 10/ +-,1./ E /2IK3=[( 1.1 ( 6&F7/ 9 /C6"3P5 ? ( 3 ( ^i % +-, (>= F>571.+:3 % 9 +-,I ( 101.+-/C*5 $ 3 "! ( ,./K3 5 ?i( 6"3<, \% +-I %Q\(V= fc57683 % /‚F710+-* ( 6&*Q;&+RI›f $ ; ( 6&*p*1.57;p* ( 3 (€( ICI25710*&+-6F•3.5;&105 ( + = +:3<+R/2, \% +RI %…( 1./]*/C36&+R3.+-576€5 ?n( 6+-6*&+RS+-* $)(>= I % / 9 +RI (>= 5*&5712^ % / ( 6"3 (>= F>571.+:3 % 9 +-6e3 % +-,*&+-,0,./2143 ( 3.+-576+R, ( ,0/2*…576…I % / 9 +-I (>= 5*&571C^‚6 h Ÿ Ÿ h2`_n( 6 ( 6"3OI =-$ ,03= F75710+R3 % 9 \P( ,;&1057;[57,./C* "! IC571.10/2,0;@576*&/26&IC/5 ?( 6&/2,433<5 ( I =-$ ,43= 5J*&5>1P3<5 ( I =-$ ,43= 1 $&= /C,2^O6 = +-fV/3 % / B 10,03 ( ;;&1.5 ( I %\% /210/ ( 6 ( 6"3I ( 6;&+-I›f $ ; ( 6&**1.57;*&+:‘/C1./C6'3]* ( 3 (J_ +-6 ( 6"3I =-$ ,43
PAGE 58

3 % / ( 6"3<, ( 10/c3 % / 9 ,0/ = S>/2,3 % /x* ( 3 (J_\% +-I % 9 / ( 6&,|3 % /86 $ 9] /215 ? /Kr ( 9 ; = /2,]+R,/Kr ( IC3 = 3 % /|6 $ 9] /215 ?( 6"3.,2^/ ? 5 $ 6*e+ ? 576&/G* ( 3 ( ,./K3+-,6&5V3 \ / =R= ,0/2; ( 1 ( 3=R\P( ,O,.5 9 /|* ( 3 (•= / ? 3 $ 6 =-( / = /C* (V? 3./213 % / ( 6"3 ,1./ B 6&+-6Fc; %)( ,0/>^O6e571.*/21O3.5 B 6&+R, % I =R$ ,03./21.+R6&F 3 % / Td$n2n 9 / ( 6&, (>= F7571.+:3 % 9 \P( $ ,./2*576•576 = 3 % / $ 6I =¡( ,.,.+ B /2*•* ( 3 ( ;[57+-6"3<,C^ % /x6 $ 9] /21]5 ? I =-$ ,033 % ,03 ( F7/2, ( 6&* =-( / = /C* 3 % /G* ( 3 ( ^i/DI (>=R= 3 % / B 1.,03,43 ( F7/DO T W^ 6"3I =-$ ,431.F ( 6+ n /C* 9 / ( 6&+-6F/ ( I % 1 $ 6 9 ( 1./2, $&= 3+-6 ( *&+ ? U ? /210/26"3x; ( 103<+:3<+R576 _\% +-I % +-6I21./ ( ,./C,3 % /‹*&+ I $&= 3 5 ?B 6&*&+-6F3 % /p57;3.+ 9 (>= ,.5 =R$ 3<+R576 ( 6&* /CS (>=R$)( 3.+-6&F•3 % /; ( 103<+:3<+R576‹E $)(>= +R3 ^/ $ ,./I25>6&,./C6&, $ ,GI =R$ ,03./210+-6&F3.5 9 /C1.F7/G3 % /*+R@/21./C6"3 ,.5 =-$ 3.+-576&, % /210/>^P5>6&,./C6&, $ ,I =R$ ,03./210+-6&F _7(>= ,05I (>=R= /2* ( F7F710/2F ( 3.+-576‚5 ? I =R$ ,03./21.+R6&F571M/26&,0/ 9] = / I =R$ ,03./210+-6&F 1./ ? /C1.,i3.53 % /,0+R3 $)( 3<+R576]+R6 \% +-I %€( ,0/C35 ? *&+:‘/C1./C6'3i+-6&; $ 3NI =R$ ,03./21.+R6&F7, 9 $&= 3<+-; = / T W1 $ 6&,› %&( S>/ /C/2685 3 ( +-6&/C* ( 6&*8+R3P+-,6/2I2/C,., ( 1 3.5 B 6&* ( I2576,./26, $ ,; ( 143<+R3.+-576 \% +RI % +R, ( /K3.3./21 B 33 %)( 63 % //KrJ+-,43<+-6FxI =-$ ,03= F>571.+:3 % 9 ? 5I $ 576 B 6&*+-6&F ( ,.+R6&F = /]57;3.+ 9 (>= ; ( 103.+R3<+R576 ( ICI25710*&+-6F83.5x,.5 9 /,.;[/2IC+ B I€IC1.+R3./210+-576 I2576,./26, $ I =R$ ,03./210+-6&FcI ( 6 ( I % +R/CS7/ /26/ B 3., / 576&* \%)( 3 ( ,.+R6&F = /‚I =R$ ,03./21.+R6&F (>= F7571.+:3 % 9 I ( 6g^D % +R, +-6I =-$ *&/2,5 3 ( +R6 /K3.3./21; ( 143<+R3.+-576,2 B 6&* ( I25 9] +-6&/C*x; ( 103.+R3.+-576 \% +-I % +-, $ 6 ( 3.3 ( +-6 ( = / '! ( 6 ,.+R6&F = /I =-$ ,43= F75710+R3 % 9 = /2,0,,0/26&,0+R3.+RS+R3 3.5‚6&5>+-,./ 5 $ 3 = +-/C1.,571, ( 9 ; = /S ( 10+ ( 3.+-576,2 + 9 ;&105aS+R6&F…I =-$ ,03/ /2/C6*&/KS7/ = 57;[/2* 3<5p,.5 = S7/cIC576&,0/26&, $ ,I =R$ ,03./21.+R6&F‹;1.5 = / 9 ,c j  _›j7£DCJj Ÿ jDC Ÿ £`_Ž\ /cI % 57,0/3 % /c6&576&6/2F ( 3.+RS>/ 9 ( 3<10+:r ?ƒ( IK3<5710+ nt( 3<+-5>6`W T c j7£DCJj P(>= F75>1.+R3 % 9 ( ( IC576&,0/26&, $ ,I =-$ ,43= F>571.+:3 % 9 ^ W T +R,,0+ 9 ; = /O3<5•+ 9 ; = / 9 /C6'3 ( 6&*Q5 ? 33 % /21I25>6&,./C6&, $ 9 /K3 % 5*&,G j7£J_ Ÿ"¤ ^ Ÿ'

PAGE 59

Jn@? {x@’])2oz|ƒŽCtƒ)‹Š™”z.Ž)CJz‚[Ž2t8z|`CY'ƒ Jn@?—ƒ' {x@xz]ƒCY'`n % / ( 6"3I =R$ ,03./21.+R6&F (>= F7571.+:3 % 9 ;&1057;[57,./C*Q+R6 h Ÿ "! ( 105JI % / ,.+ 9 $&=-( 3/26&/C1 ( 3.+-6&F•6&/ \ 6/2,03., _‘( I2IC/2;3.+-6&F ( 6'3.,O+R6‹6&/C,03., ( 6&*‹1./25>1.F ( 6+ n +R6&F€6&/2,43<,C^O =-= 5 ? 3 % /2,0/ ( IK3<+-5>6&, ( 1./D3 ( fV/26 \% /26e,0+ 9 $=¡( 3.+-6&F ( 6"3., d9 /C/C3.+-6&F \% /C6‹3 % / 1./CI257F76+ n /D3 % /2+-1I % / 9 +RI (>= =¡( / = ( 6&* ( ( 1./2, $&= 3Ž*&/CI2+-*/ \% /K3 % /C1Ž3 % / % 5 $&= / = 576&F3<53 % /, ( 9 /6&/2,43N571n6&5>32^ir ( I % ( 6"3 %&( ,|+:3<,G5 \ 6S+R/ \ 5 ? 3 % /I % / 9 +-I (V= 5*&571C^Q % +-,|+R,|IC576"3<+-6 $ 5 $ = $ ;@* ( 36&/2*e6 $ 9| /C15 ? +:36 9 ( +-6 = I25 9 / ? 105 9 3 % 57,./85 ? Ÿ h2_ ,.+R6&I2/c3 % / \ /210/ \ / =R= *&/ B 6&/2* ? 571€ ( 105JI % / 9 /C3 % 5J*g^"—/K3 g ^R^:^ ) /D3 % /D,./K3O5 ? ( 3 (_ 68+-,/CE $&(>= 3<53 % /G6 $ 9| /C15 ?i( 6"3.,2^ h ^¨ +R, ( ,.,05JIC+ ( 3./2* \ +R3 %Q( 6p/r ( 9 ; = / j ^&% +-, (D=¡( / =`_7\% +-I % +-, ( 6 ( 3 $ 1 (>= 6 $ 9] /21 $ ,./C*3<5G+-*&/C6"3<+ ? ( I =R$ ,03./21C^i"3P+R,+-6&+:3<+ (V=-= ,0/C33<5 / k 9 / ( 6+-6&F3 %&( 33 % /D* ( 3 (%)( ,6&5>3 /2/C6 ( ,0,.+RF76&/2* ( I =R$ ,03./21 ^ +R, ( ,0+ 9 + =¡( 1.+R3 3 % 1./C, % 5 = *g^ % +-,n+R, $ ,./C*‚3<5*&/CI2+R*&/+ ? 3 \ 5 ( 6"3<,ƒ+ _0X ( 1./N, $ I2+-/C6"3 = ,0+ 9 + =¡( 13.5 /6&/C,03 9 ( 3./2, "! I25 9 ; ( 10+-6&F3 % /€,.+ 9 + =¡( 10+R3 5 ?P( 6"3ƒ+ _JX ('.3.5 ( 6* &a^"3 (>= ,05 9 5J*&/ = ,€3 % /pI % / 9 +-I (>= 5J*&5>13/|; ( 1 ( 9 /C3./21 _d\% +RI % 9 / ( $ 10/2,3 % / ( 6'3 ,O;@/C1.IC/2;3.+-576e5 ? +R3., 6&/C,03 ,,.+ n / Ÿ"œ

PAGE 60

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;&105J* $ I2/2* '!Q9 $= 3<+R; = /O T W \ +R3 % *+R@/21./C6"3+-6+R3<+ (>= + nt( 3.+-576,+R6&,03./ ( *p5 ?N$ ,0+-6&FW T ^ % /e10/ ( ,0576 \% \ /e3<10+-/2*3<510/2; =-( I2/W T% /C1./+R,2Z3 % /eW T(V= F75710+R3 % 9 I2576"S>/21.F>/2, /Kr3.1./ 9 / = = 5 \= ? 571/Kr ( 9 ; = /VZiW T 3<557f ( 5 $ 3 j U 9 +-6 $ 3./2,3.5|IC576"S7/210F7/576•3 % / ha£>k U /Kr ( 9 ; = /1.+R,]* ( 3 ( ,./K3^ ?\ / $ ,./c3 % / 9 /C3 % 5J*+-6Ÿ&^ j ^ Ÿ‹3<5e*/C3/ 9 571./3.+ 9 / ? 5713 % /DW T (>= F7571.+:3 % 9 ^/C, $&= 3<,576€3/26€3<5G, % 5 \ 3 %)( 33 % /6 $ 9| /C15 ? I =R$ ,03./210,I ( 6 /IC576&,0+-,03./26"3 = 5 3 ( +-6&/C* '! IC576&,0/26&, $ T W ( 6&* $ ,.+R6&F3 % //26,./ 9| = /I2576I2/2;J3PI ( 6 (>= ,.5€+ 9 ;&1.5YS>/3 % /DI =R$ ,03./210+-6&F€;[/21 ? 5>1 9 ( 6&I2/V^ ,6&5V3= F75>1.+R3 % 9 3 %)( 3+R,P+-6,.;&+R1./2* '! 3 % /OI % / 9 +RI (>= 10/2IC57F76&+:3<+-5>6•, ,03=d( 6"3.,2^N"3I210/ ( 3./2,P6/2,03., "! ( 6"3 9 /C/C3.+-6&F7, ( 6*3 % / 6&/C,03<,10/ (>= + n / ( ; ( 143<+:3<+-5>65 ? 3 % /5710+-F7+R6 (>= ( 3 ( ,./K3 \ +R3 % 65 % ;[5>3 % /2,0+-,3 %&( 3I25>6&I2/C1.6&,3 % / 5 $ 3.; $ 3PI =-$ ,03= +R6&; $ 3; ( 1 ( 9 /K3/21 $ /|3<5 ( 6+-6"36 ( 6&* B 6 (>= + nt( 3.+-576 _@( 6'3 ( ,0/2* I =R$ ,03./210+-6&Fc1 $ 6&,+R6 \ 5>1.,03DI ( ,./" 3<+ 9 /‚I25 9 ; = /KrJ+R3 \% /C1./6+-,O3 % /]6 $ 9| /C15 ?( 6"3<,C^ 65>3 % /C1i;&105 = / 9 5 ?[( 6"3 ( ,./2*I =-$ ,43=R= 3 % /* ( 3 ( 3<5 / = 5 ( */2*x+-6"3.5 9 / 9 571 ( 3576&/3.+ 9 />^i % +R,+-, ( ;1.5 = / 9 ? 571S7/21 =-( 1.F7/‚* ( 3 ( ,./K3<,3 %&( 3 \ 576 3 B 3+R6 9 / 9 5>1 ^O5710/8 £h*CJ£  ;&10/2,./C6"3= F75710+R3 % 9 ( 6&*x576 = +-6&/ T)$&n2n 9 / ( 6&,D £  g(>= F>571.+:3 % 9 3.5,.5 = S7/3 % / =¡( 1.F7/* ( 3 ( ,0/C3€;&105 = / 9 ^ % /2,0/ ( ;&;&1.5 ( I % /2,€;&105J* $ I2/ (‹B 6 (>= ; ( 103<+:3<+R576 ? 1.5 9 3 % /c* ( 3 ( \ +R3 %€= + 9 +R3./2* 9 / 9 571 (>=R= 5I ( 3./2*g^n/ $ 3.+ = + n /3 % /576 = +-6/ T W +-*/ (\ +R3 % O T Wˆ,0+-6&IC/ +R3 \P( ,, % 5 \ 6x3<5 /O/ I2+R/26"3 ( 6&*c,43<1 ( +-F % 3 ? 571 \P( 1.*3<5]+ 9 ; = / 9 /26"3t^Ž6c3 % /1./2, $&= 3.,,./CIC3.+-576 \ / \ + =-= % 5 \ 3 %&( 3576 = +-6&/O T W;&105YSJ+R*&/2*8I =-$ ,43= +:3 ,0+ 9 + =¡( 13.5] T W^ % +R,F>+RS7/C,+R3i3 % / ( + = +R3 3<5D;&105JIC/2,0, =-( 1.F7/P* ( 3 ( ,./K3<, $ 3+R3*&5/2,N6&5V310/2E $ +R1./I25 9 ; = +-I ( 3

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g@? z‚[Ž2t{x@xz|`CY'ƒ{xƒddAYŽ % / ( 6"3 ( ,./C*xI =R$ ,03./21.+R6&F (V= F75710+R3 % 9 \ / $ ,./C*x+-, ( ,0/2*x5763 % / ( ,.+RI 9 5J*&/ = ;&1.57;[57,0/2* "! ( 1.5I % / h Ÿ ^8 % /,0+ 9 + =-( 1.+:3 !‹9 ( 3<10+:r $ ,./2* ? 5>1D3 % /3 % 1./C, % 5 = = / ( 106&+-6&F8; %&( ,./ ( 6&* 3 % /1 ( 6&*5 99 /2/K3<+R6&F; %)( ,./+-6 ( 6"3I =-$ ,03=-= I25 9 ; $ 36Q £ ^ h % 5 \ /CS7/C1 3 % /I25 9 ; $ 3./2*•,.+ 9 + =¡( 10+R3 !D9 ( 3<10+:r 9 ( 6&5V3 /3 % / 9 57,03, $ +R3 ( = /,0+ 9 + =-( 1.+:3 !D9 ( U 3<10+:r _)( 6* ( 6 I %)( 6&F7/C,3.5+R3*&+R1./CIC3 = ( ‘/CIC33 % / B 6 (>= ; ( 143<+:3<+-5>6g^Ž/ (>= ,05f65 \ 3 %)( 3+R3+R, S7/C1 %)( 1.*3<5 9 / ( $ 1./ \% +RI %( 6"3G; ( 143<+:3<+-5>6e+-,3 % / /C,03 /2I (>$ ,./€3 % /€3.1 $ /€,43<1 $ IC3 $ 1./€5 ? 3 % /O* ( 3 ( +-, $ $&(>=-= $ 6&f'6&5 \ 6g^O, \ /O*+-,.I $ ,.,0/2*x+R6€3 % / =¡( ,43I %)( ;3./21 3 % / ( 6"3 ,,03<5I %)( ,43<+RI 6 ( 3 $ 1./ (>=-= 5 \ ? 5>1/rJ; = 571 ( 3<+R576•5 ? 3 % /O* ( 3 ( ,0/C3PF = 5 (>=-= +R6&I210/ ( ,0+-6&FD3 % /OI %)( 6&IC/5 ?@B 6&*&+R6&F ; ( 143<+:3<+-5>6&, \% +RI %( 1./€6&5>3D/ ( ,.+ = ? 5 $ 6&* "! 5>3 % /21 (>= F7571.+:3 % 9 ,2^ b $ 3D3 % /*&+-, ( *S ( 6"3 ( F7/5 ? 3 % / ( 6'3GI =-$ ,43= ; ( 143<+:3<+-5>6 9 ( 65>3 /‚3 % /]57;3.+ 9 (>= ,.5 =-$ 3.+-576g^ % /C1./ ? 5>1./ \ / 9 + 9 +-I3 % /|3 \ 5U; %)( ,./ (>= F75VU 1.+:3 % 9 +-6 %)( ;J3=[B 6 (>= ; ( 143<+:3<+-5>6&, ? 1.5 9 ( 6Q/26&,0/ 9] = /‚5 ?N( 6"3F7/26/21 ( 3= F>571.+:3 % 9 ^ T +-F $ 10/ £ ^ h % 5 \ ( ,.I % / 9 ( 3<+-I*&+ ( F>1 ( 9 5 ? 3 % /, ,436&,./C6&, $ ( 6"3I =-$ ,43+RS7/C6I =-$ ,43, +-6"3.5 ( $ +R3 ( = /G1./C;&1./C,./C6'3 ( 3<+R576g^/ = /C3 YgK0dtt:R:.) / ( ,./K35 ? 6e* ( 3 ( ;@57+R6"3<, $ ;&;@5>,./ \ / %&( S>/ ( ,./K3c5 ? “I =R$ ,03./21.+R6&F7,‹ƒ571€; ( 103<+:3<+R576&,› t::R / ( I % ; ( 143<+:3<+-5>6 ^ a] h tR::G+-6I =-$ *&/2, ( ,./C3€5 ? I =-$ ,03_ + ? 0 _dk 5>3 % /21 \ +-,./ _&? 571,.5 9 /fd^ VŸ

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T +-F $ 1./ £ ^ h ,03./ 9 ( 10I % +R3./2IC3 $ 1./ ? 571IC576&,0/26&, $ ( 6"3I =R$ ,03./210+-6&F&^ £

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6&I2/ \ / %&( S>/,0+ 9 + =-( 1.+:3 !x9 ( 3<1.+sr…e10/ ( 3 % / j 6*,43= F75>1.+R3 % 9 ? 1.5 9 T +-F $ 1./eŸ^ h +R6 \% +-I % 3 % /6/ \ ,0+ 9 + =-( 1.+:3 !"9 ( 3.1.+sr+R, / 9 ; = 5 /2*g^ g@G ~•`ƒne{x@xz|`CY'ƒ{xA[daŽ O5710/+-6 % +R,c*&+R,.,./C103 ( 3<+R576 £ Ÿ ;&10/2,0/26"3= F7571.+:3 % 9 3.5 %)( 6* = / =¡( 10F7/D* ( 3 ( ,./C3.,2^O"3I25>6&,.+R*&/210,3 %)( 3 (•?A$=-= ( 3 ( ,./K3 %)( I =-( ,.,0/2,€3 % / 9 ( rJ+ 9 $ 9 3 %&( 3I25 $= *€5JICI $ 1< ( 6&*•+R3NI ( 63 ( fV/ ( 6 ( 3 ( 5>1.*&/C1.+-6F&^ H$ /3.53 % /I25>6&,03.1 ( +R6'3.,N5 ?@= + 9 +R3./2* 9 / 9 571 ( 6&*8IC5 9 ; $ 3 ( 3.+-576•3<+ 9 / 576 = +-6&/ T)$&n2n 9 / ( 6&,I ( 68576 = = 5 ( ( 9 (>=R=‘( 9 5 $ 6'3 5 ? ( 3 (( 3 ( 3<+ 9 / _&$ 6 = +-fV/3 % /G,.+R6&F = /; ( ,., T)$&n2n 9 / ( 6, (V= F75710+R3 % 9 £ Ÿ `_ 576 = +-6&/ Td$n2n 9 / ( 6,;&105JIC/2,0,./2,/ ( I % I %$ 6&f+R6&*&+:SJ+R* $)(>=R= 3 % /C65 3 ( +-6, \ /C+-F % 3/2*g^3 3 % /O/C6&* 3 % / \ /C+-F % 31 9 ( 6•/26&,0/ 9] = /5 ?‘\ /2+-F % 3./2*cI =-$ ,43= I =R$ ,03./210, "! ( 9 /21.F>+-6&F57;[/21 ( 3<+R576g^ % /26 $ ,0/ =-( 1.F>/* ( 3 ( ,0/C3., \ +:3 % 3 % / (>= F75>1.+R3 % 9 ;&1.5>;@57,0/2*€+-6• %&( ;31 9 ( 6&I2/V^ / \ + =R=d( ;&; = 3 % /O576 = +-6/ T W+-*&/ ( 3.5|O T Wˆ+-6€3 % +-,I %)( ;3./21C^ b ( ,.+RI (>=R= _7\ /*&+:U S+-*&/C*‚3 % /+R6&I25 9 +R6&F* ( 3 ( ,./K3i+R6'3.5O,0/CS>/21 (V= I %'$ 6&f', _7? 5>1/ ( I % ( 3 ( I %$ 6&f \ /P1 ( 6|O T W ( 6&*p5 3 ( +-6&/C* I =R$ ,03./21., 3 % /G*&+R@/210/26&IC/ /C3 \ /2/C6576 = +R6&/ T W ( 6*‹576 = +-6&/O T W+R, 3 %&( 3 *&5/2,6&5>36&/2/C*‹3<5 /‚f'6&5 \ 6e+R6Q3 % /‚O T W (>= F75710+R3 % 9 ( 6*‹+R3+R,6&5>3 B rJ/2* ? 5>1 / ( I % ( 3 ( I %'$ 6&fd^ T W \ + =-=@(>$ 3<5 9 ( 3.+-I (>=-= B 6&*x3 % //Kr ( IK3571 ( F710/ ( 3./216 $ 9| /C15 ? I =R$ ,03./210,D3 %)( 6…+R31./ (V=-= %)( ,G+R6e3 % /I $ 1.10/26"3GI %'$ 6&fd^€ ? 9 571./|I =-$ ,03$ ,0/ >¤

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( 6 +-6 ? 5>1 9 ( 3<+R576 = 57,0, ( % 5 9 57F>/26&/C5 $ ,PI =-$ ,43+-*&, ? 5 $ 6* ? 5>1/ ( I % I %'$ 6&f _Ž\ /€*&/ B 6&/3 % / 9 ( \ /2+-F % 3./2* ( 6"3D;@5>+-6"3<,• \% /210/•/ ( I % ( 6"3G;@5>+-6"3D571DI2/C6'3.1.57+R*+R, ( ,.,05JIC+ ( 3./2* \ +R3 %(x\ /C+-F % 3 _\% +RI % +R,3 % /€6 $ 9] /21D5 ? /Kr ( 9 ; = /C, +-683 % /‚I =-$ ,43+-6"31./2;1./2,0/26"3<,3 (>= 6 $ 9] /215 ? 3 % / \ /2+RF % 31 (>=-= I %$ 6&f',O+R,6&5>3 = +Rf>/ = 3<5 / =-( 1.F>/ /CI (>$ ,0/D+R3IC576&,.+R,03.,5 ? 576 = IC/26"3<5>1.+-*,2^6 ( 6 I ( ,0/+ ? +:3 /2IC5 9 /2, =-( 1.F>/ _"\ /OI ( 6+-6&IC1./ 9 /C6'3 (>=-= = 5 ( *€3 % /C,./ \ /2+RF % 31 9 ( 3<+R576 \% +RI % I ( 6 / 9 ( ;&;[/2* ( I›f 3<53 % /D571.+RF7+-6 (V= ;[57+-6"3.,+-6c3 % /G/C6&*g^ ? 3./215 3 ( +-6+-6&F \ /2+RF % 31 (>=R= I %'$ 6&f', _\ / $ ,0/3 % /I2576&,0/26&, $ ( 6'3I =-$ ,43= F75710+R3 % 9 */2,.IC1.+ /C*+-63 % / =¡( ,43,./2IK3<+R576 T +-F $ 10/ £ ^ h 3<5c*/C3+-*&, ( F ( +-6 $ ,.+R6&F‹3 % / \ /2+RF % 3= F75VU 1.+:3 % 9 T W‹ 3 % /;1.+-5>1+R6 ? 571 9 ( 3.+-576gZ6 $ 9] /215 ? I =R$ ,03./21., ( 6&*cIC/26"3<1057+-*c+R6&+R3.+ (>= + n2( 3<+R576 ( 10/x/Kr ( IC3 = ? 1.5 9 I2576&,0/26&, $ ( 6"3€I =-$ ,03+-6&FQ57;[/21 ( 3<+-5>6 % /C1./+-,D3 %)( 3‚/ ( I % ( 3 ( I %'$ 6&f 9 ( IC576"3 ( +R6 ( *+R@/21./C6"3]6 $ 9] /21G5 ? I =R$ ,03./21ŽI2/26"3.1.57+R*&, 576/ ( 6"3M;@57+R6"3<10/2;&10/2,0/26"3<,N576/I =R$ ,03./21 "! 3 ( f'+R6&FO3 % / ( S7/C1 ( F7/S (V=-$ /5 ? 3 % /‚I =-$ ,43+-6&FI =-$ ,43+-*&, \ +R3 % 5 $ 3I =-$ ,433 ( ;&;&1057;&10+ ( 3./>^M/OI ( 6 (>= ,.5 $ ,./3 % / ( 6"3I =-$ ,03= F75710+R3 % 9 ( ( 9 /210F7+-6&F 3= I25>6&*&+R3.+-576,2^M/ 9 5J*+ B /C*3 % /5 X /CIC3<+:S7/ ?A$ 6&IC3.+-576e £ ^"5 ?nT Wƒ,.+ 9 + =¡( 1i3.58 £7£ N3.5|3 ( fV/ +-6"3.5/K‘/CIC33 % / \ /C+-F % 3 ? 571/ ( I %e( 6"3;[57+-6"32^P,, ( +-* / ? 571./ / ( I %( 6"3;[57+-6"31./C;&1./C,./26"3., ( I =R$ ,03./21I2/C6"3<1.5>+-* ? 571+R3.,I $ 101./26"3OI %'$ 6&f _[\ /G,.+ 9 ; = 3 ( f>/3 % /‚6 $ 9] /215 ? /Kr ( 9 ; = /2,+-6x3 % / I =R$ ,03./21 ( ,3 % / \ /2+-F % 3 ? 5713 % / ( 6"3;[57+-6"32^ % /|* ( 3 ( I %$ 6&f',, % 5 \ 6e+R6 T +-F $ 1./ £ ^ j *56&5V3 6&/C/2*x3<5 //2E $)(>= ,.+ n /2*g^6 = +-6&/OO T WI ( 6c3 ( f>/ ( 6 f+R6&*x5 ? 5710*&/210/2*8* ( 3 (X0$ ,03 = +-f>/ 3 % /O576 = +-6/ T W (>= F>571.+:3 % 9 ^n % / =-( ,03,43= F75710+R3 % 9 ( 1./, ( 9 / 5>3 % 3 ( fV/ \ /2+-F % 3./2* T W ( ( 9 /C1.F7+R6&F57;[/21 ( 3<571C^N % /D/2E $)( 3.+-576, ? 5>1 \ /C+-F % 3
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6rPMN @ @2 ur 7AV‰ £ ^¦7 r @! "AV‰ >AV‰'K # $Ÿ%(' ) + £ ^Ÿ" @ A C @ K £ ^ £ \% /C1./ +R,3 % /D5 X /2IC3.+RS>/ ?A$ 6IC3<+R576g^ r +-, 9 / 9] /210, % +R;x5 ? 3 % / eK 5 X /CIC3+-6x3 % / K I =R$ ,03./212^ +-,3 % / K I =R$ ,03./21;&105>3<5>3 ;[/>^ h +R,3 % /D*&/CF71./C/D5 ?M?A$&nCn + B I ( 3.+-576‘^ ¨j +-,3 % /D6 $ 9] /C15 ? I =-$ ,43+-6"3<,C^ ">‰ P+-,3 % /D*&+-,43 ( 6&IC/D5 ? ? 1.5 9 3 % / K I =-$ ,431g576 = +-6&/iO T W^ gKJ ctAY€&Žv8ƒt"Ž2tƒ[ / $ ,./2*3./26* ( 3 ( ,./K3<, \ +R3 %=¡( / = +-6 ? 571 9 ( 3<+R576gZ|3 % /c10+-, _H +RF7+R3.,|>œ l_ 57657,.; % /21./ —/C303/C;33 % /, ( 9 / ( +-6‚ ( = /Ÿ&^ h /KrJI2/C;3 ? 571Ž3 % /4Ž5>3 (>= 1 $ 6&,0; ( 1 ( 9 /K31 5 $ 1/rJ;@/C1.+ 9 /26"3 % /C1./>^J+R6&I2/ (>=R= 3 % /D/Kr ( 9 ; = /C,+R6x3 % / B 10,033œ

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T +RF $ 1./ £ ^ j ,03./ 9 ( 10I % +R3./2IK3 $ 10/ ? 5>1576 = +R6&/ ( 6"3I =R$ ,03./210+-6&F&^ l

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=¡( / = _)\ /]I ( 6 $ ,./|3 % / 9 3.5c/CS (>=R$)( 3^ % / ? 5 =R= 5 \ +-6F ( ICI $ 1 ( I 9 / ( $ 1./D+-, \%&( 3 \ / $ ,0/2* ? 5>1/CS (>=-$&( 3<+R576gZ ) K H 4  : 54 yˆ $ |cV?% .O7 £ ^¦¤7 \% /C1./6+-,N3 % /O6 $ 9] /215 ? ( 3 ( ;[57+-6"3., cO+R,N3 % /Of"U3 % I =-$ ,031 (>=-= ; ( +R1.,i5 ? I =-$ ,43= F7571.+:3 % 9 _7\ / \ + =R= IC5 9 ; ( 1./O1./2, $&= 3., \ +R3 % 3 % / T)$&n2n 9 / ( 6&, T We (>= F7571.+:3 % 9 ( 6&*€W T(V= F75710+R3 % 9 ƒ10/2E $ +-10/2,i3 % /f'6&5 \ 6•6 $ 9| /C1N5 ? I =R$ ,03./21.,< ( 6&*3 % /€571.+RF7+-6 (V= O T W 5>6…3 % /2,0/€* ( 3 ( ,0/C3<,C^]/ \ + =-= ,./2/ % 5 \ 9 $ I % 3 % / ( ICI $ 1 ( I + 9 ;&105aS>/2* ? 105 9 571.+RF7+-6 (>= T W 3.5‹IC576&,./C6&, $ ,•O T W (>= F7571.+:3 % 9 ^c/ \ + =R=(>= ,05 1./C;@5>1033 %)( 3OIC576&,0/26&, $ T W ? 5 $ 6* ( I2576,.+-,43= O T W 576 9 57,035 ? 3 % /]* ( 3 ( ,0/C3<,•ƒ2O k h‚\P( $ ,./2* ? 5>1 (>=R=)( 6"3PI =-$ ,433./3 %)( 3+R68 ( = / £ ^ h7_ +R68F7/26&/C1 (>=`_ 3 % / ;[/21 ? 5>1 9 ( 6&I2/5 ? 3 % //26&,0/ 9] = /+-, /C303= O T W /KrJIC/2;3 ? 5713 % /G5>6&57,.; % /210/ ( 6&*Q3 % /G—/C3.3./21¢•* ( 3 ( ,./K3<,C^ T W ( 6&*QW T ,1./C, $&= 3<, ( 10/ ? 5711./ ? /210/26&IC/576 = ^ H +R1./CIC3 = IC5 9 ; ( 1.+R6&FD5 $ 1 (>= F>571.+:3 % 9 \ +R3 %T W ( 6*cW T +-,6&5V3S>/21 ?ƒ( +R1 ,.+R6&I2/ T W ( 6&*W T…%)( ,3 % /6 $ 9] /215 ? I =-$ ,43
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( = / £ ^ j $ 9] /215 ? I =R$ ,03./210, ? 5 $ 6&* '! IC576&,0/26&, $ ,O T W^ McN0PQNwOND\^T UWVDXš†_KƒeRPTjR’X@Vƒde  ƒRTX–VDjr†‰VdeRTdeRhƒeR Ž ‚ ƒ f’‚ bKd ]wNDRT…x i/jbKR p nKl McbaqbKPQRrpDsDt p n xo ikVdFVR]wFTjhT x n x yTPPTjOi6{uy p nKlsDm Y(V*|(}~TNDd o nKlx €Ib dFT p nKl ‚„ƒe_KPQba]_aT Y[†_aTjQVRhbKR x n xDx ‡ˆjQTNDRPcfgNDde†‰Tj x nKl Ž jQPQba†b ND_ N0PQN>RTP…l m nKl Ž jQPQba†b ND_ N0PQN>RTPzx m nKl \ /|I ( 6eI2576"3.1.5 = 3 % /|2OS (V=-$ / + ?M\ / 9 ( f>/G+R3, 9 (>=R= /C1 T W \ + =R=gB 6&* 9 571./DI =-$ ,43=-= I =R$ ,03./21., \ + =-= /3<10/ ( 3./2* ( ,NI ( 6*&+-* ( 3
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,.+ 9 + =¡( 10+R3 !9 ( 3.1.+sr 3 % 5 $ F % 3 % /GS (V=-$ / k ^ h 9 ( 1./C, $&= 3+R6‹5YS7/C1.I =R$ ,03./210+-6&F&^"3*&+R*&6 3 ( @/2IK3 3 % /•F>/26&/C1 ( 3.+-5765 ? 3 % /•,0+ 9 + =-( 1.+:3 !89 ( 3.1.+sr‘^‚6…5>3 % /C1 \ 5710*&, /KS7/263 % 5 $ F % 5YS7/210I =R$ ,03./21.+R6&F 3 ( f>/2,Ž; =¡( I2/ 3 % /E $)(>= +R3 5 ? 3 % /,.+ 9 + =¡( 10+R3 !9 ( 3<10+:r 9 ( 6&5>3F7/K3 \ 571.,0/>^i ? 3/26&/C1 ( 3./2* 3 % /‚IC576&,./C6&, $ ,,.+ 9 + =¡( 10+R3 !•9 ( 3<1.+sr _&\ /G1 ( 6Q3 % /G T W (>= F>571.+:3 % 9 \ +:3 % 3 % /G5 3 ( +-6&/C* ,.+ 9 + =¡( 10+R3 !p9 ( 3<1.+sr& ( F ( +R6 ( 6* \ / ? 5 $ 6&* ? 5>1‚/ ( I % 1 $ 65 ? T W 3 % /6 $ 9] /21‚5 ? I =R$ ,03./210, \( ,5 3 ( +R6&/2*xIC576&,.+R,03./26"3 = ^N ?\ /IC576"3<1.5 = 3 % /S (>=R$ /5 ? 2I ( 1./ ?A$&=-= _J\ / ( 10/ ( = / 3<5‚F7/C33 % /O/KrJ;[/2IC3./2*x6 $ 9] /215 ? I =-$ ,436&,.+R,03= 2S (>=-$ /C, ( 6* ? 5 $ 6&*3 % / ( ;&;&1.5>;&1.+ ( 31 9 /2*+-6 %)( ;3./21GŸ 3 % /€5710+-F7+R6 (>=M( 6"3‚I =-$ ,433‚;&1.5YS+-*/ ( I2576,.+-,43=-$ / ( \ /G*&+R* % /C1./V^O/26I2/ \ / $ ,./C*‹3 % /‚W T 9 /C3 % 5J*83<5 % / = ;p*/2I2+R*&/D3 % / B 6 (>= ,05 =-$ 3.+-5768+R6 %)( ;J3/2,O3 % / \% 5 = / ? 1 ( 9 / \ 5710f 9 571./GI25 9 ; = +-I ( 3= F7571.+:3 % 9 ;&1057;[57,./C*p+R683 % +-,I %&( ;3=-$ />^J+R6&I2/*+R@/21./C6"3* ( 3 ( ,./K3<, %)( S7/*&+R@/210/26"36 $ 9] /21.,5 ?[? / ( 3 $ 1./C, ( 6&*I =-$ ,43=R$ /|+R,E $ +R3./|I %)(>=R= /C6&F7+-6F $ 6 = /2,0, (>=-= ( 3 ( ,./K3<, ( 1./ \ / =R= ,./C; ( 1 ( 3= ( 3 ( ,./K3<,;&10/2,./C6"31.fd^ 6e, $ 99 ( 1 3 % /|IC576&,0/26&, $ ( 6"3 ( ,0/2*eI =-$ ,43= F7571.+:3 % 9 I ( 6e;1.5* $ I2/‚/KrJI2/ =-= /26"3 E $)(>= +R3 ; ( 143<+R3.+-576, ;1.5YS+-*&/C*€3 % /210/+-, (\( 3.5/26, $ 10/3 %)( 3i3 % /6 $ 9] /21N5 ? I =-$ ,03/ 3<5 $ ,.+-6F3 % /IC576&,0/26&, $ ( 6"3I =R$ ,03./21.+R6&F (>= F75710+R3 % 9 ( 1./G3 % /,0+ 9 +:U =¡( 1.+R3 !|9 ( 3<1.+sr ( 6&*•3 % /; ( 1 ( 9 /K3=R$ /2 $ ,./2*+-63 % / j 6*; %&( ,./5 ? 3 % / (>= F>571.+:3 % 9 ^n % / ,.+ 9 + =¡( 10+R3 !9 ( 3<10+:r ,nE $)(>= +R3 *+-1./CIC3 = + 9 ; ( IK3<,—3 % / B 6 (>= ; ( 103.+R3.+-576&,—5 ? 3 % / ( 6"3ŽI =-$ ,03=R= /21P2S (V=-$ / = / ( *&,3.5€5aS>/210I =-$ ,03F7/26&/C5 $ ,I =-$ ,43=-= ,0; = +:3 $ 3|+R3 \ 5>6 3 ( ‘/CIC3‚3 % /cE $)(V= +R3 5 ? I2576,./26, $ ,€,.+ 9 + =¡( 10+R3 !p9 ( 3<1.+sr@^Q % / =¡( 10F7/21‚2|S (>=R$ / 3 % / ? / \ /C1D6 $ 9] /C1D5 ? I =-$ ,43/C/2;&,D3 % / =-( 1.F7/ I =R$ ,03./210, ( 6&*1./ 9 5YS7/C,|3 % 57,./•, 9 (>=-= I =-$ ,43=-$ /2, 9 ( ! / $ ,0/2*Q+-6x3 % /DIC576&,./C6&, $ ( 6"3I =R$ ,03./210+-6&F ? 1 ( 9 / \ 5710f 576&/D+-, ? 5>1 œ7

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I210/ ( 3.+-6&F ( F755J*xE $)(V= +R3 I2576,./26, $ ,O,.+ 9 + =-( 1.+:3 !€9 ( 3<1.+sr ? 5>1P3 % / ( 6"3I =R$ ,03./210+-6&F (>= F7571.+:3 % 9 $ ,0/+-6c; %&( ,./ h A+-6 T +RF $ 10/ £ ^ h ( 6*c3 % /5V3 % /C1576&/•A+-6 T +RF $ 10/ £ ^ h7_ ; %)( ,./ j +-,3<5I25>6'3.1.5 = 3 % /•6 $ 9| /C1G5 ? I =R$ ,03./210, /2+R6&F ? 5 $ 6&*g^6&/€*&1 (Y\ ( I›f…+-,3 %&( 3 \ /€*&5Q6&5>3Gf'6&5 \–% 5 \ 3.5 I % 557,./ ( F7/26/21 (V= 2S (>=R$ /576 (>=R= ( 3 ( ,0/C3.,2^ gKJ@? ~•Žƒƒ‹{x@xz]ƒCY'`n /G;[/21 ? 5>1 9 /2*8/KrJ;[/21.+ 9 /C6"3<,576 hYj ( 3 ( ,./K3<,2Z3 % /D10+-, _dH +RF7+R3.,7œ lJ_ 576&57,0; % /210/ —/C34U 3,.+-, +-6&/ b 10/ ( ,43‚ ( 6&I2/C1 W‹U h7_ W‹U jJ_n( 6&*e3 \ 5 ( 143<+ B I2+ (V= ( 3 ( ,./C3., ? 571576 = +-6&/ ( 6"3I =-$ ,43/21 9 (>=R=_ \% /C6c*&+RS+R*&+-6&FD+:3+R6"3<5 hYk I %'$ 6f, / ( I % I %'$ 6&f•I2576"3 ( +-6&,3<55 ? / \ /Kr ( 9 ; = /2, ? 571O T W 3<51 $ 6 3 % /210/ ? 5710/ \ /*&+RS+R*&/2*]3 % /J5 / ( 6* ( 3 ( ,./K3+-6"3<5 B S7/I %'$ 6f,C^ T 5>1Ž3 % / ( 5aS>/* ( 3 ( ,./K3<,/KrJI =-$ *&+R6&F•W‹U h( 6&*pW‹U j‚\ /*+RS+-*&/C*x/ ( I % +R6'3.5 hYk I %'$ 6&f',2^ % / hYk I %'$ 6f, ( 10/ (>= 9 57,43i/CE $&(>= ,.+ n /C* 3 % / =¡( ,43NI %'$ 6&f 9 ( IC576"3 ( +R6 = /2,0,N6 $ 9] /21i5 ? /r ( 9 ; = /2,M3 %)( 6;&10/CS+-5 $ I %'$ 6&f',2^p % /6 $ 9| /C1|5 ? I %$ 6&f',1./ (V=-= *&/2;[/26&*,]5763 % /5>1.+-F>+-6 (>= ( 3 ( ,.+ n /V^Q % /* ( 3 ( I %'$ 6&f', \ /C1./c3 % /26 = 5 ( *&/2*+R6'3.5 9 / 9 5>1 _i( 6&*" T W ;[/21 ? 5>1 9 /2*576"/ ( I %‹X0$ ,03 = +-f>/ 6&571 9 (V= T W^[/‚, ( S7/2*p3 % /DI =R$ ,03./21+-6 ? 5>1 9 ( 3<+R576c, $ I %( ,3 % /G6 $ 9] /215 ? I =-$ ,031|3 % / \ /2+RF % 3= F>571.+:3 % 9 K^p % /26 \ / $ ,./2*"3 % /xI2576&,0/26&, $ ( 6"3 I =R$ ,03./210+-6&F (>= F75>1.+R3 % 9 5>6p3 % /2,./‚I25 =R= /CIC3= I =-$ ,03= F>571.+:3 % 9 ^ \ /c*+-,.I $ ,.,0/2*"+-63 % / =¡( ,43|,0/2IC3.+-576 + ? 3 % / ( ;;&1.57;1.+ ( 3=R= \ / $ ,./C*3 % / \ /2+-F % 3./2* T W (>= F75>1.+R3 % 9 ( \ / =-=i( ,3 % /+-6 ? 571 9 ( 3<+-5>6p5 3 ( +R6&/2* ? 105 9 3 % /]IC576&,./C6&, $ ( 6"3 (V= F75710+R3 % 9 3<5 9 /210F7/ (>=R= 3 % / I =R$ ,03./21I2/C6"3<1.5>+-*&,C^ œ>Ÿ

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( = / £ ^¦xOI2I $ 1 ( I I25 9 ; ( 10+-,0576Z576 = +-6/| T WS, T W^ T W3 ( f>/C,3 % /f'6&5 \ 6 6 $ 9] /215 ? I =R$ ,03./21., 576 = +R6&/O T W $ ,0/2*p2S (V=-$ /C, ? 105 9 ( = / £ ^ j ^ McN0PQNRzND\^T ƒ fŒ‚¤ 'cde_ bKdFT Ž ‚ ƒ f’‚‘ UWVDXš†_KƒeRPTjR’X@Vƒde ikjhbKR sDt pDp t0n80p p MObKqbaPQRrpDsDt t[l sDs ¨ p ikVdFVR]weTjQT (l np n8D x yTPPTjOi6{uy v0n nDn –£$yZ p Y(V*|(}~TNDd 0s80x t[l8n o €bKdFT vDs mo (lKls p ‚„ƒ_aPQba]_aT Y[†_aTjhVRQbKR sDp v sDp80s x ‡ˆjQTNDRQPOfgNDde†‰Tj tDm xDs tDm s x Ž jQPQba`†bKND_~eN0PQN>RTP…l lnDn nDn lnDn nDn m Ž jQPQba`†bKND_~eN0PQN>RTPzx tDt s tDt s m Ž TjN0qDT sDp sDx sDp sDs … / B 10,03IC5 9 ; ( 1./D576 = +-6/O T W \ +:3 %‹T W576 htk 9 (>=R= ( 3 ( ,0/C3<,C^ % /GF75 (>= +R, 3<5, % 5 \ 3 %)( 3576 = +-6&/O T W;&1./C,./C6'3.,O10/ ( ,0576 ( = /10/2, $= 3<,C^6Q ( = / £ ^ _J\ /DI25 9 ; ( 10/ 3 % /]1./C, $&= 3<,5 ? 5>6 = +R6&/‚O T W \ +R3 %T W \% +RI %= 5 ( *, (>=R= ( 3 ( ,0/C3+R6"3<5 9 / 9 571 ( 3 576&IC/Y _\ /1 ( 6 hYk /KrJ;[/210+ 9 /26"3<, \ +R3 % *&+:‘/C1./26"3+-6&+:3<+ (>= + nt( 3.+-576 ? 571 5>3 %c(>= F75710+R3 % 9 ,C^M6 = +-6&/ T W 1./2E $ +R1./C,O3 \ 5x*&+R@/210/26"3S (>=R$ /2,5 ? 2 _@k ^ h +R, $ ,0/2* ? 5716&571 9 (V= O T W^@ % / ,.;[/2IC+ B I]2S (>=-$ / ? 571IC576&,./C6&, $ ( 6'3I =-$ ,03/21 ( F7/ ( I2I $ 1 ( I ? 5>1D3 % /5>6 = +R6&/ ( 6"3 (V= F75710+R3 % 9 +R, (8= +:3.3 = / +R3 % +RF % /C1D3 %)( 6 T W \ / \ /21./ ( = /D3.5+R*&/26"3<+ ? /KrJ;[/2IK3= F>571.+:3 % 9 ^ /Q65>3<+RI2/2*"3 %&( 3€+-63 % /Q5>6 = +R6&/x T W I25 =R$ 9 65 ? ( = / £ ^¦ 3 % / H +-F7+:3<,7œ l( 6&* —/C3031.,./•3 %)( 6 T W ,2^QJ+R6&I2/3 % /* ( 3 ( ,0/C3 \( ,|*&+:SJ+R*&/2*+-6"3.5 ,./KS7/C1 (>= I %'$ 6f, $ 1.+R6&F‚3 % /3 % 1./C, % 5 = *&+-6F ( 6&*c3 % /1 ( 6&*&5 9 9 /2/C3.+-6&F|; %)( ,0/ ( 6x+-6*&+RS+-* $)(>= ( 3 ( ;[57+-6"3 ( 6"3›I ( 6c576 = !€9 /C/C3P5>3 % /C1 ( 6'3., \ +R3 % +-6€3 % / = + 9 +:36&/* ( 3 ( I %'$ 6f 3 % /21./ ? 571./€+:3 =¡( I›f',F = 5 (>= +-6 ? 5>1 9 ( 3<+R576g^D % 5 $ F %=-( 3/ (>=R= I2/C6"3<1.5>+-*&,€5 3 ( +-6/2* "! T W ? 571]/ ( I % I %'$ 6f _\ / 9 ( ,03.+ =-== 57,0/x,.5 9 /xF = 5 (>= œ £

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+-6 ? 571 9 ( 3<+R576 ? 5713 % / B 6 (>= ; ( 103.+R3<+R576g^/ (>= ,05x6&5>3.+-I2/C*e3 %)( 3 ? 571,.5 9 /]* ( 3 ( ,0/C3<,D, $ I %( 3 % /G10+-, ( 6*eJ5 / ( 6Q* ( 3 ( ,0/C3<, 3 % / ( ICI $ 1 ( I \P( 9 $ I %Q% +-F % /213 %)( 6 T W ,C^ / ? 5JI $ ,5763 % /WpU h( 6&*cW‹U j ( 3 ( ,./K3<,P+R6&*&+:SJ+R* $)(>=R= ^ % /W‹i* ( 3 ( ,0/C3*&5J/C, 6&5>3IC576"3 ( +R6pF>1.5 $ 6*83.1 $ 3 % ( 3 (€( 5 $ 33 % /D+ 9 ( F7/>^M % /210/ ? 5710/ \ / $ ,./2* ( 6&5V3 % /C1,0/2F 9 /26U 3 ( 3<+-5>6,.5 ? 3 \( 10/c1./C, $&= 38 T ,x  k 3<5eIC5 9 ; ( 1./ \ +R3 % 5 $ 10, ^‹/I % 57,./3 % / (V= F75710+R3 % 9 I25 9 ; ( 1./2* % /210/ /2I (V$ ,./ \ / / = +-/KS7/ T +-, \ +-*&/ = $ ,0/2* ( 6*e+R3;&105aS+R*&/2,F>5J5*p,0/2F 9 /26U 3 ( 3<+-5>6QE $)(V= +R3 ^J/2F 9 /C6'3 ( 3<+R5768E $)(>= +:3 5 ? / ( I % 3<+R,., $ / \P( ,/CS (>=R$)( 3/C;3 ( ,D3 % /1./ ? /210/26&IC/Y ( 6&* 3 % /26 \ /•/Kr ( 9 +-6&/ ( 3G3 % /€, ( 9 /S75trJ/ = ;[57,.+:3<+-5>6+-6…5 $ 1D,./CF 9 /26"33 % /C1 (>= F>571.+:3 % 9 I =-( ,.,0+ B /C* ( S75trJ/ =( ,3 % /, ( 9 /]3<+R,., $ / _g\ / I25 $ 6"3]+R3 ( ( 9 ( 3.I % ^x/•I25 9 ; $ 3./2* % 5 \ 9 ( 6 S75trJ/ = 9 ( 3^N/ (>= ,.5G5 3 ( +-6&/C*576 = +-6/ T Wˆ10/2, $&= 3.,P5763 % /2,0/ 3 \ 5cW‹P* ( 3 ( ,./K3<, _@( I2I $ 1 ( IC+-/2, \ /210/‚IC5 9 ; ( 1./C* \ +:3 %QT ,2^ % /‹W‹U h ( 3 ( ,./K3IC576"3 ( +R6&, h7_¦j 7¤ _l ¤ l /r ( 9 ; = /2,C^5 \ /p*+RS+-*&/C*3 % +R,•* ( 3 ( ,./K3 +-6"3.5 £>k7k I %$ 6&f', / ( I % I %'$ 6&fI2576"3 ( +-6&, ( ;&;&105tr+ 9 ( 3_¦l h /r ( 9 ; = /2, _\ /‹*&+:S+-*&/C*+:3€+-6"3<5 hYk7k7k I %'$ 6&f', / ( I % I %'$ 6f I25>6'3 ( +-6, ( ;;&1.5trJ+ 9 ( 3j /r ( 9 ; = /2,C^ T +-F $ 1./ £ ^‚, % 5 \ ,3 % /,./CF 9 /26"3 ( 3.+-576•1./C, $&= 3<,5 ? 576 = +-6&/|O T W ( 6&* T ? 5>1576&/, = +-IC/ ? 1.5 9 W‹U h ^ T ,./CF 9 /C6"3 ( 3.+-576…+ 9 ( F7/C, ( 10/ 3 % /1./C, $&= 3<, (? 33 % +R6&F \P( ( ;&; = +R/2*g^Ž6c ( = /C, £ ^ Ÿ ( 6* £ ^ £J_\ /, % 5 \ 3 % / ( ICI $ 1 ( I 5 ?£ 1 $ 6, ? 1.5 9 5>6 = +R6&/€O T W _\% +-I %\ /C1./cIC5 9 ; ( 1./C*3<5 T ,C^Q/65>3<+RI2/2*3 %)( 3 3 % / ( ICI $ 1 ( I S ( 1.+ ( 6&I2/ \( ,PS7/C1 9 (>=-= 3 % 1.5 $ F %8£ 3<10+-/C, ( 6* (>=-= 5 ? 3 % / 9 ? 5 $ 6&*x|I =-$ ,433 % W‹G* ( 3 ( ,./K3<,G1./C, $&= 3<, ? 1.5 9 576 = +-6&/]O T W ( 1./€,.+ 9 + =¡( 13<5 T 3 % / ( S7/C1 ( F>/ 9 ( 3.I % 5 ? TP_ GW ( 6&*eoW ( 10/œ j ^œ k Ÿ&^¦œVŸ£! _—( 6&* l œJ^ j>k 10/2,0;@/CIC3<+:S = / ? 5713 % /€W‹U h ( 3 ( ,0/C32^ W‹U j ( 3 ( ,0/C3 %)( ,•œ j ^ ha£ œ k ^ h ( 6&* l œ^ h 9 ( 3= ,.5|;1.5YS+-*&/C*c576 = +-6&/ T W 9 ( 3.I % IC5 9 ; ( 1./C* \ +R3 %cT ? 571 5>3 % WpU h( 6&*xW‹U j œ7¤

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* ( 3 ( ,./C3., 3 % 5 $ F % 576 = +R6&/ T W1./2, $&= 3., = 557f /C303/21 1./ ( ,.5>6 ( = /1./2, $&= 32^ % /576 = +-6/ (V= F75710+R3 % 9 ;&105aS+R*&/2, $ ( 9 /K3 % 5*3.5];&1.5I2/C,., (G=¡( 10F7/* ( 3 ( ,./K3PS+ ( 3 % / ( 6"3 I =R$ ,03./210+-6&F (>= F75>1.+R3 % 9 ^6 = +-6/‚O T W 5 3 ( +-6&/C*e,.+ 9 + =¡( 1I =-$ ,43= +R3 3<5 T W 3 % / = + 9 +:3 ( 3.+-576x3<5 ( S ( + =¡( = / 9 / 9 5>1 *&5/2,6&5>3/KrJ+-,43 ( 6 !9 5710/>^ ? 3 % /* ( 3 ( ,./C3D+R,10/ (>=R= 3<55 =-( 1.F7/ _"\ /IC5 $&= **&5]1./CI =R$ ,03./21.+R6&F5763 % /* ( 3 ( ,0/C3,0/CS7/C1 (>= 3<+ 9 /2,+-6&,43^ b $ 3 3 % /I257,43 \ + =-= / = 57,.+R6&F,.5 9 /+R6 ? 571 9 ( 3.+-576 ( 6&* ( ICI $ 1 ( I \ + =-= /10/2* $ IC/2* (= +R303 = / +:3t^i $ 1 576 = +-6&/• T W (>= F75>1.+R3 % 9 (>= ,.5p/ 9] /2*&*/2*3 % / \ /2+-F % 3./2* T)$&nCn 9 / ( 6&, (V= F75710+R3 % 9 3<5‚F7/C3 B 6 (>= ; ( 103<+:3<+R576&, _"\% +RI %x(>$ 3.5 9 ( 3<+RI (>=R= 3 ( fV/O3 % /6 $ 9] /215 ? I =R$ ,03./210, ( 6&*I2/26"3.1.57+R*&, 5 3 ( +-6/2* ? 105 9 I2576&,0/26&, $ ,8 T W 576I25 =R= /2IK36 = +R6&/O T W I ( 6 /c, $ 9•9 ( 1.+ n /2* ( ,2Z•+-6&+:3<+ (>= f65 \= /2*&F>/x5 ? 3 % /x6 $ 9| /C1 5 ? I =-$ ,03$ 3.5 9 ( 3<+RI (>=R= 5 3 ( +-6&/C* ? 5>1•5>6 = +R6&/8O T W ( 6&* B 6 (>= ; ( 143<+R3.+-576 E $)(>= +R3 +R,F755J* ; =-$ ,+:3I ( 6 %)( 6&* = / =-( 1.F7/* ( 3 ( ,0/C3<, \ +R3 % 5 $ 3;1.5 = / 9 ,2^ T)$ 3 $ 10/ \ 5710f+-,3<5,05 = S>/"3 % /E $&( *&1 ( 3<+-I3.+ 9 /I25 9 ; = /KrJ+R3 +-,., $ />^ /IC5 $&= $ ,0/ ( 105JI % / ?ƒ( ,03 ( 6'3I =R$ ,03./21.+R6&F (>= F75710+R3 % 9 £ Ÿ 3 %)( 3 %)( (= +-6&/ ( 13<+ 9 /GI25 9 ; = /rJ+R3 \ +R3 % 3 % /6 $ 9] /C15 ?( 6"3<,C^‚6 ( 105JI % / ,6&/ \ 9 /K3 % 5* 3 % /6&/C,03D,./ = /CIC3<+R576 % / $ 1.+R,03<+RI \P( ,+-6JU 3<105J* $ I2/C* ( 6&*+R3 (>=-= 5 \ ( 6'3|I =R$ ,03./21.+R6&F83<5‹F ( +-6 E /KrJ+ + = +R3 ( 6&*3 % / ( + = +:3 3.5 ( ( ;3‚3.5 9 ( 6 *&+:‘/C1./26"3•* ( 3 ( ,./C3., \ +R3 % 5 $ 3 ( 6 6&/ \ ; ( 1 ( 9 /C3./21,./K3.3.+-6&F7,C^ % /81./C, $&= 3<,€5 ? 6&/ \ ( 105JI % / 9 /C3 % 5*, % 5 \ /2*I =-$ ,431.,./O/2,43<+:U 9 ( 3<+R576€5 ? 3 % /6 $ 9] /215 ? I =-$ ,43^M % /6&/r3,03./2; ? 5>1 $ ,3 % /26+R,3.5‚+R6"31 ( 3./ ( 105JI % / ,6&/ \ 9 /C3 % 5J*8+-6"3.5•5 $ 1.,C^ œ"

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( = / £ ^ Ÿ8ICI $ 1 ( I ? 571D576 = +-6&/|O T W 5>6W‹U h ( 3 ( ,./C32^/€I25 9 ; ( 10/2*+R3 \ +R3 % 3 % /|1./C, $&= 35 ? 3 % / T ,0/2F 9 /26"3 ( 3<+R576g^2K k ^ hG\P( $ ,./2* ? 571O5>6 = +R6&/DO T W^@ % / =-( ,03 1.5 \ % 5 \ ,3 % / ( ICI $ 1 ( I !8 /C3 \ /2/C6e576 = +-6&/ T W ( 6&* T N^ Šrƒd frY ƒ  š‚‘ €‚‘ l sDp pDv o pDp tDs pDx x sDx xDp 0v xDx tŒ ns p sDx on 0m s[l tŒ sDs o sDpKlx 0p8D tDt x[l m sDx s o nt tDs m0n Ž TjhN0qDT sDx s0n o so tDs x0n ƒ fŒ‚ sDm mo 0s ous tŒ sDp ( = / £ ^ £ ICI $ 1 ( I ? 571D576 = +-6&/|O T W 5>6W‹U j ( 3 ( ,./C32^/€I25 9 ; ( 10/2*+R3 \ +R3 % 3 % /|1./C, $&= 35 ? 3 % / T ,0/2F 9 /26"3 ( 3<+R576g^2K k ^ hG\P( $ ,./2* ? 571O5>6 = +R6&/DO T W^@ % / =-( ,03 1.5 \ % 5 \ ,3 % / ( ICI $ 1 ( I !8 /C3 \ /2/C6e576 = +-6&/ T W ( 6&* T N^ Šrƒd frY ƒ  š‚‘ €‚‘ l sDp vDm s0n tDx tDs xDp x sDp po s0n80x tDs oum p s[l sDx s0n mDv tDs sDt o s0n ous 0t po tDt nx m s[l m0n s0n nFl tDs tDs Ž TjhN0qDT sDxKlm s0n p[l tDs8(l ƒ fŒ‚ sDv80x so sDm tDtKls œ7œ

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T +RF $ 1./ £ ^xW‹,./2F 9 /C6'3 ( 3<+R576‹S+-, $)(>= 1./C, $&= 3<, ? 571O576 = +-6&/G T W ( 6* T N^‘J/2F 9 /26U 3 ( 3<+-5>6+ 9 ( F7/C, ( 10/ ? 1.5 9 3 \ 5 (>= F75710+R3 % 9 ? 571€W‹U h ( 3 ( ,0/C3t^6 = +R6&/O T WZ ( TP_ ƒIt % +:3
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z|‹{c‚}‚wL z•~€…z|‡‹Œ‘ya~€…Œ /;&10/2,./C6"31.*&/C1O3<5,.5 = S7/G3 \ 5x+R,., $ /2,2Z+R*&/26"3<+ ? +-6&F€3 % /|6 $ 9] /C15 ? I =-$ ,03=R= ,0/ ( 10I % +-6&Fp3 % 105 $ F %? / ( 3 $ 10/,0; ( I2/ \ +:3 % 3 % /c;[57,.,0+ + = +:3 5 ?B 6&*+-6&F /C303= ; ( 143<+:3<+-5>6&,2^ H /C3./21 9 +-6+-6&F3 % /6 $ 9] /21x5 ? I =R$ ,03./210,x+-, ( I21 $ I2+ (>= ;&105 = / 9 +-6I =R$ ,03./210+-6&F&^ % /210/ ( 10/ B S7/IC5 9•9 576 = $ ,./C* ( ;&;1.5 ( I % /2,p3.5/C,03.+ 9 ( 3= +-* ( 3.+-576 ;@/C6 (>= + n /C* = +-fV/ = + % 55J*c/C,03.+ 9 ( 3<+R576 ;[/21 9 $ 3 ( 3<+-5>683./2,43<, 1./C, ( 9 ; = +R6&F _)( 6&* B 6&*+-6&FD3 % /f'6&/C/5 ?‘( 6•/21.10571I $ 14S7/V^PP1057,.,U"S (>= +-* ( 3.+-576 9 /C3 % 5*&, ( 6&*•;@/C6 (>= + n /C* = +-fV/ = + % 55J* /2,43<+ 9 ( 3.+-576]3.1 3.5GIC1./ ( 3^ % /eWp576"3= +-* ( 3<+-5>6 £ ¤ %)( /2/26, $ ICI2/C,., ?A$=-= $ ,0/2*3.5;&10/CS7/C6"3x5YS7/21U B 303<+-6F3<55 9 ( 6 I =R$ ,03./21.,= + n /2* = +Rf>/ = + % 55*]/2,43<+ 9 ( 3.+-576 9 +-6+ 9 + n /C,Ž3 % /I25 9 ; = /rJ+R3 5 ? 3 % / 9 5J*/ = ^pJ;[/2IC+ B I 9 /K3 % 5*&, ( 1./>ZOf ( +-fV/ ,]+-6 ? 5>1 9 ( 3<+R576…I21.+:36A4c £ `_ 3 % / 9 +-6&+ 9 $ 9 *&/C,.I210+-;3.+-576 = /26F>3 % `W H  £ œ `_ 3 % / b ( /2,0+ ( 6x+R6 ? /210/26&IC/I210+R3/I %)( 6F7/c+-6 ( ;&;&105YrJ+ 9 ( 3.+-576 /2101.5713.5c3 % /10/ =-( 3<+:S7/]I %)( 6&F7/€5 ?( 01 ( 6&*&5 9 3.+ 9 /|,./C1.+R/2,2^]/C, ( 9 ; = +R6&F¤ h2N( 3.3./ 9 ;3<,3.5 B 6&*e3 % /]IC571.10/2IC3D6 $ 9| /C15 ? I =R$ ,03./210, "! I =R$ ,03./210+-6&F 9 ( 6 ( 9 ; = /C,5 ? 3 % /]* ( 3 ( ,./K3 _—( 6&* *&/K3/‚3.5•*/C33O; ( 103.+-I $&=¡( 1 = \ / =R= U",03 $ *&+-/C* 9 /C3 % 5J*‘^ % /21./ ( 1./ 9 /K3 % U l7k

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5*&,3 %&( 3,43 ( 3.+-,03.+-I (>=-= /CS (>=R$)( 3=R= 10/2E $ +R1./2,€3 % /p/C6'3.+-10/ I =R$ ,03./210+-6&F (>= F75710+R3 % 9 3<5 /]1 $ 6 ? 571/ ( I % ;[5>3= S (>=-$ /|5 ? f[^G % / 9 (aX 5710+R3 5 ?( 5aS>/ 3 % / 9 /C3 % 5J*,3.5*&/K3/|6&5>3 /2/26p, % 5 \ 6e3.5 \ 571.f 576 =¡( 10F7/6 $ 9] /21G5 ? 1./ (>= ( 3 ( ,0/C3<, ( 6&*+-6; ( 143<+-I $&=¡( 1 %)( S7/65>3 /2/C6 ( ;; = +R/2*…3<583 % 57,0/ $ ,0/2* % /210/>^€ % /210/ ? 5710/ \ /•;&1./C,./C6'3./2*,./CS>/21 (>= 9 /K3 % 5*&, ( ,0/2*576 \( 1 9 6"3= F7571.+:3 % 9 \P( ,€;&10/2,./C6"3/C1.6&/ = U ( ,./C* ?A$n2n ( 6"3 I =R$ ,03./210+-6&F (V= F75710+R3 % 9 $ ,.+R6&F‹3 % / +R/KU b /26&+; ( 143<+R3.+-576S (>= +R*&+R3 !…9 /C3.1.+-IV^e % / % +RF %&= +-F % 3G5 ? 3 % / (>= F75>1.+R3 % 9 +-,3 %)( 3 \ / $ ,0/2* ( f>/2106&/ = U+R6&* $ IC/2*Q*&+-,43 ( 6&IC/ 9 / ( $ 1./ _J\% +-I %x\P( 9 ( ;&;@/C* ? 1.5 9 3 % / = 5 \ U"*&+ 9 /26&,0+-576 (>= ,.; ( I2/+-6"3<5 (O% +-F % /C14U"*&+ 9 /26&,0+-576 (>=V? / ( 3 $ 10/,0; ( IC/>^i % / +R/KU b /26&+ ?A$&nCn I =R$ ,03./21.+R6&FDS (V= +-*+R3 !‚9 /K3<1.+RI \( ,P57;3.+ 9 + n /2* "! ( \( 1 9 ( ,./C*cI =R$ ,03./210+-6&F ( ;&;1.5 ( I %‘_ /26 %)( 6&IC/2* "! +R6"31 ( 3.+-6&F ( fV/21.6/ = U"+-6&* $ I2/C*e*&+-,43 ( 6I2/ 9 / ( $ 10/>^"3 \P( $ ,0/2*e3.5/CS (>=R$)( 3./ 3 % /F755J*&6/2,.,5 ? / ( I % ; ( 103.+R3.+-576g^Ž % /; ( 103<+:3<+R576&, \ /C1./IC1./ ( 36&/2*G3<5 ( ; ( 143<+RI $&=-( 1 ? / ( 3 $ 1./5 ?&( ; ( 103<+RI $&=-( 1—I =R$ ,03./21+-6 ( ; ( 103.+-I $=¡( 1—; ( 103<+:3<+R576 3 % / ( 6"3<,G3 % /C6f>/C;3]3.1 ( I›f…5 ? 3 % / /2,43 = 5JI ( 3<+R576&,3 % / %)( *S+-,0+R3./2* ( 6&* 9 / 9 571.+ n /C*3 % / = 5I ( 3<+-5>6g^ H$ 1.+R6&F;&105JIC/2,.,0+-6&F _'( 3 % 10/2, % 5 = \P( ( ;&; = +-/C*]3<53 % /I =-$ ,031.*&/C1i3<5/ = + 9 +-6 ( 3=R= I =R$ ,03./210, \% +RI %\ 5 $&= *65>3•6&571 9 (>=R= ! / ? 5 $ 6&* "! ( I =R$ ,03./21.+R6&F (>= F>571.+:3 % 9 ^ % /3 % 1./C, % 5 = *57;[/21 ( 3<+R576 $ 3.+ = + n /C*3 % / T W ?A$ 6&IK3<+R576 (>=\% +-I %%&( ( S>/21 ,03.1.576F + ( 3<5 \P( 1.*, ( ;&;&105tr+ 9 ( 3= ,.+ n /I =-$ ,43/C1.6&/ = U ( ,./C* +-/U b /C6&+dS (V= +-*+R3 !9 /C3.1.+-I \P( ,c, % 5 \ 63.5 /‹E $ +R31 B 6&*+-6&F3 % /‹3.1 $ /e6 $ 9| /C1c5 ? I =-$ ,43/26"S (>=-$ /C,‚3.5‹*&/K36&/P3 % 1./2, % 5 = *]S (V=-$ / ? 571 (>=R= ( 3 ( ,0/C3.,2^N"3i3 ( f>/C, ( *S ( 6"3 ( F>/ 5 ?( IC576&,./C6&, $ ,G,0+ 9 + =-( 1.+:3 !c9 ( 3<10+:r _@\% +RI % I25 9| +-6&/C, 9 $&= 3<+R; = /D*&+:‘/C1./26"3; ( 103.+R3<+R576‹10/2, $&= 3., lh

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; ( 143<+:3<+-5>6&,+R6*&+:‘/C1./26"3x,0/C303<+-6F7,2^ T 571/Kr ( 9 ; = /C, _( fV/21.6/ = U ( ,0/2* ?A$&n2n ( 6"3xI =-$ ,43= F7571.+:3 % 9 $ ,.+R6&F…3 % / +R/KU b /26&+; ( 143<+:3<+-5>6S (V= +-*+R3 !9 /C3.1.+RI ( *&*&1./C,.,0/2*3 \ 5 \P( ,•3<5 B 6&* 3 % /x6 $ 9] /C15 ? I =-$ ,036&,./C6&, $ ,• T We ( 1./ ( = /3.5 6&5>3576 = *&/K3= ,.5€3<5 B 6&* /C303= ,0/ ( 10I % '! ( 6"3 (>= F75>1.+R3 % 9 _"( 6&*3 % /576 = +R6&/ T W (V= F75710+R3 % 9 ( *&*1./2,0,./C*‹I =R$ ,03./210+-6&F =¡( 1.F7/* ( 3 ( ,./K3<,2^ l Ÿ

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cw”wcwz|wGŒ h2 W^d‚^ H$ 6 %)( 9 ^ H( 3 ( 9 +-6&+R6&F|6"3.1.5* $ IC3.571 ( 6&*‹O*S ( 6&I2/C*‹57;&+RI2,2^ ™(“‰•Dœu§b(¢J  (›/”kœu§Ÿ‘*§B “›i¨™*“—& ¡–™ ”(™*“›r!™;&¨™*“•D™;_[j>k7k7j ^ j rN1.+-I b 576 ( / (>$g_ W ( 10I25 H 5710+-F75 _d( 6&*… $ % /21 (>$&=-(>n ^O \P( 1 9 6"3= ,431 ?A$&n2n I =-$ ,43Ÿ h*C œVŸ"¤ _‘htl7lh ^ Ÿ ¢^i|^ ( 103.+-F ( 6 ( 6&*W^N|^Ž576F&^ m U4Wp/ ( 6&, =-$ ,431.+R3 % 9 ^ Ÿ¡a”k™8 —›6(›”–•*›”k •K_dj œ) h KZ hYk7kCdhYk œ _@hYl l ^ £ ¢^^ H$ 6&6g^g T)$&nCn / =¡( 3<+RS>/5 ? 3 % /O4 H N L 105JIC/2,., ( 6&*"3<,O,./+-6 H /K36&+R3.+-576 \ +R3 %"T)$&nCn X /2IK3<+RS>/ T)$ 6&IC3.+-576 = F>571.+:3 9 ,2^ ¡–™*§¨¢Z “‰™••?s!™;G&œu“_—hYl œ h ^   @^^V¢>5 % 6&,0576g^O+R/21 ( 1.I % +RI (>= =-$ ,43_>j Z j Ÿ h*Cj7£ Ÿ _htl ¤"J^ œ |^ L ^ H / 9 ;&,03./21 G^W^ ( +-10* _( 6&* H ^ b ^ $ +-6‘^W ( rJ+ 9 $ 9 —+-f>/ = + % 5J5* ? 1.5 9 6&I25 9 ; = /C3./ H( 3 ( S+ ( 3 % /OrW = F7571.+:3 % 9 ^ ¨œu¢`“§Ÿ(¡Bœ ›¨™…œF((¡~—›k(›/”–•*›”k (¡~—šœD *”k™*›a _  l h Z h*C 7œ _‘htl 7J^ lV |^ L ^>r6F7/ = 1./CI % 32^@P5 9 ; $ 3 ( 3.+-576 (>= 6'3./ =R= +-F>/26&IC/>Z66"3<105J* $ IC3<+R576g^ ¨œ§N ”¡–™;S(§ —šœu§ •K_)j>k>k"j ^ hYkV W^ H 5710+-F75 ( 6*^3 $ 3 nC= /V^O6"3xP5 = 576 ;3<+ 9 + nt( 3.+-576‘^N “‰™*§¨›/”k ™‡^(¡¡ œ ‘§(” “*”u(›™4””›™8FsS™;_ ™*¡t”_&j>k7k"£ ^ h7h2 W^ H 571.+RF75 q|^MW ( 6&+-/ n2n 5 _M( 6&*‚^MP5 = 57106&+^€ % / ( 6"3|, ,43;@/C1 ( 3.+-6&F ( F7/C6"3<,2^ ‘~ “(§ • *›”kœu§2œu§—i (“*›_Žj ¤) h KZ j>lC Ÿ h7_ hYl7l ¤J^ haj @^, $ 3., $ +`^O6"3I25 = 576 57;3<+ 9 + nt( 3.+-576 ? 571‚I2576"3<+R6 $ 5 $ ,]*5 9 ( +-6&, \ +R3 %( F7F710/2F ( 3.+-576 ; % /C1.5 9 576&/C, 9 /C3 ( ; % 571C^ ”§Ÿ“‰œD ™™8(”§¦u•œ ›¨™b(›‘§¨›Q™*“§Ÿ(›”kœu§Ÿ(¡ œu§ ™*“‰™*§B ™œu§ ™ ™*§¨›U.u(§B ™•…”§1—šœ › œFŸ¢›”§¦‘a— R ; ( F>/2, j>k CJjJhajJ_'H /CI2/ 9| /C1 jVk7k Ÿ&^ l"£

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h  ¢^¦N^ H /26&/ $ 5 $ 1.F @^57,0, ‚^ T 1 ( 6&f', ‚^/26&*&5YS ( U T 1 ( 6&f', _( 6* H /C3.1 ( +R6g^ % / 6 ( 9 +-IC,i5 ? I25 =R= /2IK3<+:S7/,057103.+-6&F&Z1.5 5>34U = +-f>/ ( 6"3<, ( 6* ( 6'34U = +-f>/P1.5 5>3<,C^ ”§‘iw™;e™*“ (§—6 ”¡ •Dœu§a u•“ “‰œD “’œ ›¨™Œ“•*›‘§¨›Q™*“§ œu§ gœu§—”¢`¡ (›”kœu§œ F;Ÿ›”(™ ™? D”kœu¢“RB“‰œF:§¨”„(¡ •›œ :§¨”„(›•nF ‘£ r—¨—i “”3D¦™K_ ; ( F7/2,G £ ¤ C 7¤ £J_@hYl7lh ^ h Ÿ ‚^N ( 1.5I % / ‚^Wp5>6 9 ( 1.I % / _( 6&*q/C6'3 $ 1.+R6&+^ O/ \ =-$ ,43= /2IC57F76&+:3<+-5>68 ,03./ 9 5 ? O6'3.,2^ ”§5>(“£™*¡–™*§Ÿru(§ a “œD “Oœ ›¨™n(›}O¢“‰œ?¨™(§ œu§ ™*“‰™*§B ™„œu§[:“›” c *”(¡š‘§¨›Q™*¡¡a” ¦™*§B ™? eœu§Ÿš“(§B ™K_ ; ( F7/C,>Ÿ £DC VŸ l_)jVk7k"j ^ ha£ N^]^ (V=-=( 6* L ^¦W^ mD( 6 ( */>^ \( 1 9 b ( ,0/2* T)$&nCn =-$ ,03= +R*&+R3 ^ š¢rr“1—yD•*›Q™; •?…›¨™n › ‘?~~W‘*§¨›™*“§Ÿ(›/”kœu§Ÿ(¡ œu§ ™*“™*§B ™K_ ; ( F7/C, l>lhSC l7l"£J_&j>k7k"£ ^ h ¤ ‚L ^PW^ mD( 6 ( *&/ ( 6&*N^]^ %)(>=-= ^ Td$n2n ( 6"3<,I =-$ ,03k7k Ÿ&^ h ‚L ^ mD( 6 ( */>^ T)$&n2n ( 6'3., ( ( I =-$ ,43k>k Ÿ&^ h œ @^d, $ 3., $ + ( 6&*p|^‘ % 5>, % ^O6e/Kr36g^ ‘*§ Ÿ“‰œD ™™8(”§¦u•œ ›¨™b(› :•*” u•*” c  œu§ ™*“‰™*§B ™œu§2—”¢`¡ (›™8 (œu¡a¢`›”kœu§(§Z™(“§¨”§¦bk—i ¢F•(§Ÿœu“™>_)j>k7k Ÿ&^ hYlV W^ H 571.+RF75 ( 6&*N^‘W^g ( 9] ( 1.*&/ =-=-( ^6"3I25 = 576 ! ,03/ = / ( 106&+-6&F ( ;&;[571.5 ( I % 3<53 % /3.1 ( S7/ = +-6F•, (>= /C, 9 ( 68;&1.5 = / 9 ^ ‘~ U _gh h KZ £  C ¤7¤ _‘htl7l J^ j>kVD ^UG^i ( 6F _# ^U¢^ T /C6&F _( 6&*§M^UD^ T /26&F^6"3I25 = 576 57;3.+ 9 + nt( 3<+-5>6 ? 571€+ 9 ( F7/ ,./CF 9 /C6"3 ( 3.+-576g^ ‘*§ Ÿ“œD ™™8(”§¦u• œ ›¨™ › ‘*§¨›™*“§Ÿ(›/”kœu§Ÿ(¡ œu§ ™*“‰™*§B  ™ œu§N  ?”§B™ Z™(“*§¨”§¦£(§ *™*“§B™*›”k •K_ ; ( F>/2, £  £7£0C£ 7¤ kJ_)j>k7k7£ ^ jJh2 r^) $ 9 /C1 ( 6&* b ^ Td( +-/K3 ( ^ H +RS7/C1.,0+R3 ( 6&*8* ( ;3 ( 3.+-576x+R6 L 57; $&=¡( 3.+-576,P5 ? =-$ ,03›œr:§¨”„(›•Œs ‘£ “‰™••? “”3D¦™?‡_ ; ( F7/C, £Vkh*C£>k œ _‘hYl>l Ÿ&^ j7j ¢^M ( 6&* =`_ ¢^ m 6&5 \= /2, _( 6&*"W H 5>1.+-F>5&^Q3<1 ( 3/2, l7kC[htk Ÿ _)jVk7k ^ j  |^3<10/ %&=‘( 6&*8¢^& % 57, % ^M =-$ ,031 P5 9] +R6&+-6F LM( 143<+:3<+-5>6&+-6&F>,2^ ‘§ Ÿ“‰œD ™™8(”§¦u• œ .:¡ts £œu§¨›œu§ (§ŸF>_dj>k7k7j ^ j Ÿ # ^ H + ( 6 ( 6&*^ # ^— $ /C6g^‚ =-$ ,436eWp/K3 % 5*g^ ‘?~~‘§¨›Q™*“§Ÿ(›”kœu§Ÿ(¡ œu§ ™*“‰™*§B ™ œu§ (››Q™*“§“‰™ œ¦(§¨”›/”kœu§ ‘ _&j Z¦> jDC V £J_)jVk7k7k ^ l ¤

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